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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 256925  18.327%  (98.706% of non-spam corpus)
# Correctly spam:     973771  69.462%  (85.300% of spam corpus)
# False positives:      3368  0.240%  (1.294% of nonspam, 902581 weighted)
# False negatives:    167815  11.971%  (14.700% of spam, 470390 weighted)
# Average score for spam:  11.5    nonspam: -0.4
# Average for false-pos:   6.1  false-neg: 2.8
# TOTAL:              1401879  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32101  98.70%
# Correctly spam:     121514  85.31%
# False positives:       422  1.30%
# False negatives:     20924  14.69%
# TCR(l=50): 3.389444  SpamRecall: 85.310%  SpamPrec: 99.654%

##### 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: 258841  99.44%
# Correctly spam:     680249  59.59%
# False positives:      1452  0.56%
# False negatives:    461337  40.41%
# TCR(l=50): 2.138054  SpamRecall: 59.588%  SpamPrec: 99.787%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32346  99.46%
# Correctly spam:      84775  59.52%
# False positives:       177  0.54%
# False negatives:     57663  40.48%
# TCR(l=50): 2.141506  SpamRecall: 59.517%  SpamPrec: 99.792%