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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 309406  26.349%  (95.769% of non-spam corpus)
# Correctly spam:     384918  32.780%  (45.222% of spam corpus)
# False positives:     13670  1.164%  (4.231% of nonspam, 1051741 weighted)
# False negatives:    466259  39.707%  (54.778% of spam, 1290631 weighted)
# Average score for spam:  4.9    nonspam: 1.5
# Average for false-pos:   5.8  false-neg: 2.8
# TOTAL:              1174253  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38452  95.61%
# Correctly spam:      47724  44.96%
# False positives:      1765  4.39%
# False negatives:     58417  55.04%
# TCR(l=50): 0.723687  SpamRecall: 44.963%  SpamPrec: 96.434%

##### 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: 309331  95.75%
# Correctly spam:     157513  18.51%
# False positives:     13745  4.25%
# False negatives:    693664  81.49%
# TCR(l=50): 0.616387  SpamRecall: 18.505%  SpamPrec: 91.974%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38584  95.94%
# Correctly spam:      19513  18.38%
# False positives:      1633  4.06%
# False negatives:     86628  81.62%
# TCR(l=50): 0.630748  SpamRecall: 18.384%  SpamPrec: 92.277%