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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 240578  30.359%  (95.649% of non-spam corpus)
# Correctly spam:     400666  50.560%  (74.070% of spam corpus)
# False positives:     10944  1.381%  (4.351% of nonspam, 678678 weighted)
# False negatives:    140261  17.700%  (25.930% of spam, 396380 weighted)
# Average score for spam:  9.5    nonspam: 1.4
# Average for false-pos:   5.8  false-neg: 2.8
# TOTAL:              792449  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29959  95.40%
# Correctly spam:      50360  74.55%
# False positives:      1446  4.60%
# False negatives:     17195  25.45%
# TCR(l=50): 0.754847  SpamRecall: 74.547%  SpamPrec: 97.209%

##### 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: 240121  95.47%
# Correctly spam:     209300  38.69%
# False positives:     11401  4.53%
# False negatives:    331627  61.31%
# TCR(l=50): 0.599912  SpamRecall: 38.693%  SpamPrec: 94.834%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29935  95.32%
# Correctly spam:      26266  38.88%
# False positives:      1470  4.68%
# False negatives:     41289  61.12%
# TCR(l=50): 0.588515  SpamRecall: 38.881%  SpamPrec: 94.700%