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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 853130  45.012%  (99.685% of non-spam corpus)
# Correctly spam:     975154  51.450%  (93.810% of spam corpus)
# False positives:      2699  0.142%  (0.315% of nonspam, 261186 weighted)
# False negatives:     64342  3.395%  (6.190% of spam, 130938 weighted)
# Average score for spam:  14.3    nonspam: -1.4
# Average for false-pos:   8.0  false-neg: 2.0
# TOTAL:              1895325  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 106370  99.63%
# Correctly spam:     121814  93.87%
# False positives:       392  0.37%
# False negatives:      7948  6.13%
# TCR(l=50): 4.710396  SpamRecall: 93.875%  SpamPrec: 99.679%

##### 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: 852494  99.61%
# Correctly spam:     605998  58.30%
# False positives:      3335  0.39%
# False negatives:    433498  41.70%
# TCR(l=50): 1.731778  SpamRecall: 58.297%  SpamPrec: 99.453%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 106365  99.63%
# Correctly spam:      75532  58.21%
# False positives:       397  0.37%
# False negatives:     54230  41.79%
# TCR(l=50): 1.751647  SpamRecall: 58.208%  SpamPrec: 99.477%