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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152266  29.740%  (93.942% of non-spam corpus)
# Correctly spam:     196114  38.304%  (56.047% of spam corpus)
# False positives:      9819  1.918%  (6.058% of nonspam, 649996 weighted)
# False negatives:    153798  30.039%  (43.953% of spam, 319208 weighted)
# Average score for spam:  6.0    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.1
# TOTAL:              511997  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19135  93.67%
# Correctly spam:      24426  56.01%
# False positives:      1293  6.33%
# False negatives:     19186  43.99%
# TCR(l=50): 0.520206  SpamRecall: 56.008%  SpamPrec: 94.973%

##### 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: 153573  94.75%
# Correctly spam:      60350  17.25%
# False positives:      8512  5.25%
# False negatives:    289562  82.75%
# TCR(l=50): 0.489277  SpamRecall: 17.247%  SpamPrec: 87.639%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19338  94.66%
# Correctly spam:       7495  17.19%
# False positives:      1090  5.34%
# False negatives:     36117  82.81%
# TCR(l=50): 0.481278  SpamRecall: 17.186%  SpamPrec: 87.303%