##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 133690  64.300%  (86.976% of non-spam corpus)
# Correctly spam:      41783  20.096%  (77.079% of spam corpus)
# False positives:     20019  9.628%  (13.024% of nonspam, 645581 weighted)
# False negatives:     12425  5.976%  (22.921% of spam,  32735 weighted)
# Average score for spam:  10.2    nonspam: 1.0
# Average for false-pos:   9.1  false-neg: 2.6
# TOTAL:              207917  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16807  86.92%
# Correctly spam:       5298  77.42%
# False positives:      2530  13.08%
# False negatives:      1545  22.58%
# TCR(l=50): 0.053442  SpamRecall: 77.422%  SpamPrec: 67.680%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145932  94.94%
# Correctly spam:      26485  48.86%
# False positives:      7777  5.06%
# False negatives:     27723  51.14%
# TCR(l=50): 0.130128  SpamRecall: 48.858%  SpamPrec: 77.301%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18353  94.91%
# Correctly spam:       3345  48.88%
# False positives:       984  5.09%
# False negatives:      3498  51.12%
# TCR(l=50): 0.129853  SpamRecall: 48.882%  SpamPrec: 77.270%