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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 269914  26.595%  (99.467% of non-spam corpus)
# Correctly spam:     692425  68.226%  (93.125% of spam corpus)
# False positives:      1445  0.142%  (0.533% of nonspam, 346492 weighted)
# False negatives:     51115  5.036%  (6.875% of spam, 107505 weighted)
# Average score for spam:  22.0    nonspam: -2.5
# Average for false-pos:   8.8  false-neg: 2.1
# TOTAL:              1014899  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33740  99.44%
# Correctly spam:      86327  93.09%
# False positives:       189  0.56%
# False negatives:      6407  6.91%
# TCR(l=50): 5.848143  SpamRecall: 93.091%  SpamPrec: 99.782%

##### 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: 269580  99.34%
# Correctly spam:     608418  81.83%
# False positives:      1779  0.66%
# False negatives:    135122  18.17%
# TCR(l=50): 3.318308  SpamRecall: 81.827%  SpamPrec: 99.708%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33720  99.38%
# Correctly spam:      75936  81.89%
# False positives:       209  0.62%
# False negatives:     16798  18.11%
# TCR(l=50): 3.403332  SpamRecall: 81.886%  SpamPrec: 99.726%