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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 761808  51.443%  (99.714% of non-spam corpus)
# Correctly spam:     467316  31.556%  (65.186% of spam corpus)
# False positives:      2184  0.147%  (0.286% of nonspam,  63758 weighted)
# False negatives:    249581  16.853%  (34.814% of spam, 524695 weighted)
# Average score for spam:  7.4    nonspam: 0.5
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              1480889  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  94790  99.54%
# Correctly spam:      59838  66.91%
# False positives:       439  0.46%
# False negatives:     29599  33.09%
# TCR(l=50): 1.734990  SpamRecall: 66.905%  SpamPrec: 99.272%

##### 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: 752177  98.45%
# Correctly spam:     326839  45.59%
# False positives:     11815  1.55%
# False negatives:    390058  54.41%
# TCR(l=50): 0.730925  SpamRecall: 45.591%  SpamPrec: 96.511%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  93767  98.46%
# Correctly spam:      40607  45.40%
# False positives:      1462  1.54%
# False negatives:     48830  54.60%
# TCR(l=50): 0.733511  SpamRecall: 45.403%  SpamPrec: 96.525%