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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 342771  34.435%  (99.749% of non-spam corpus)
# Correctly spam:     485983  48.822%  (74.561% of spam corpus)
# False positives:       864  0.087%  (0.251% of nonspam,  54858 weighted)
# False negatives:    165808  16.657%  (25.439% of spam, 371113 weighted)
# Average score for spam:  8.9    nonspam: 0.6
# Average for false-pos:   6.7  false-neg: 2.2
# TOTAL:              995426  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42718  99.70%
# Correctly spam:      60604  74.54%
# False positives:       129  0.30%
# False negatives:     20700  25.46%
# TCR(l=50): 2.994622  SpamRecall: 74.540%  SpamPrec: 99.788%

##### 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: 334393  97.31%
# Correctly spam:     311152  47.74%
# False positives:      9242  2.69%
# False negatives:    340639  52.26%
# TCR(l=50): 0.811959  SpamRecall: 47.738%  SpamPrec: 97.115%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  41720  97.37%
# Correctly spam:      38813  47.74%
# False positives:      1127  2.63%
# False negatives:     42491  52.26%
# TCR(l=50): 0.822574  SpamRecall: 47.738%  SpamPrec: 97.178%