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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 227791  45.618%  (99.582% of non-spam corpus)
# Correctly spam:     196620  39.376%  (72.662% of spam corpus)
# False positives:       956  0.191%  (0.418% of nonspam,  67871 weighted)
# False negatives:     73977  14.815%  (27.338% of spam, 141284 weighted)
# Average score for spam:  8.8    nonspam: 0.2
# Average for false-pos:   6.0  false-neg: 1.9
# TOTAL:              499344  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28538  99.57%
# Correctly spam:      24541  72.54%
# False positives:       124  0.43%
# False negatives:      9291  27.46%
# TCR(l=50): 2.183978  SpamRecall: 72.538%  SpamPrec: 99.497%

##### 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: 227832  99.60%
# Correctly spam:      87875  32.47%
# False positives:       915  0.40%
# False negatives:    182722  67.53%
# TCR(l=50): 1.184377  SpamRecall: 32.474%  SpamPrec: 98.969%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28554  99.62%
# Correctly spam:      10954  32.38%
# False positives:       108  0.38%
# False negatives:     22878  67.62%
# TCR(l=50): 1.196407  SpamRecall: 32.378%  SpamPrec: 99.024%