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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 257801  38.290%  (95.920% of non-spam corpus)
# Correctly spam:     318181  47.258%  (78.658% of spam corpus)
# False positives:     10966  1.629%  (4.080% of nonspam, 473862 weighted)
# False negatives:     86333  12.823%  (21.342% of spam, 214178 weighted)
# Average score for spam:  10.5    nonspam: 1.3
# Average for false-pos:   5.7  false-neg: 2.5
# TOTAL:              673281  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32131  95.63%
# Correctly spam:      39889  79.06%
# False positives:      1467  4.37%
# False negatives:     10567  20.94%
# TCR(l=50): 0.601261  SpamRecall: 79.057%  SpamPrec: 96.453%

##### 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: 257088  95.65%
# Correctly spam:     209160  51.71%
# False positives:     11679  4.35%
# False negatives:    195354  48.29%
# TCR(l=50): 0.519071  SpamRecall: 51.706%  SpamPrec: 94.712%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32099  95.54%
# Correctly spam:      26225  51.98%
# False positives:      1499  4.46%
# False negatives:     24231  48.02%
# TCR(l=50): 0.508726  SpamRecall: 51.976%  SpamPrec: 94.593%