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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 855266  62.151%  (99.550% of non-spam corpus)
# Correctly spam:     391967  28.484%  (75.821% of spam corpus)
# False positives:      3868  0.281%  (0.450% of nonspam,  81381 weighted)
# False negatives:    125000  9.084%  (24.179% of spam, 307514 weighted)
# Average score for spam:  11.9    nonspam: 0.5
# Average for false-pos:   7.0  false-neg: 2.5
# TOTAL:              1376101  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 106713  99.56%
# Correctly spam:      49747  77.08%
# False positives:       474  0.44%
# False negatives:     14793  22.92%
# TCR(l=50): 1.676668  SpamRecall: 77.079%  SpamPrec: 99.056%

##### 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: 850310  98.97%
# Correctly spam:     203374  39.34%
# False positives:      8824  1.03%
# False negatives:    313593  60.66%
# TCR(l=50): 0.684912  SpamRecall: 39.340%  SpamPrec: 95.842%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 106118  99.00%
# Correctly spam:      25577  39.63%
# False positives:      1069  1.00%
# False negatives:     38963  60.37%
# TCR(l=50): 0.698387  SpamRecall: 39.630%  SpamPrec: 95.988%