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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 227271  37.249%  (99.315% of non-spam corpus)
# Correctly spam:     312572  51.229%  (81.973% of spam corpus)
# False positives:      1568  0.257%  (0.685% of nonspam, 221836 weighted)
# False negatives:     68737  11.266%  (18.027% of spam, 162431 weighted)
# Average score for spam:  11.6    nonspam: -0.7
# Average for false-pos:   8.5  false-neg: 2.4
# TOTAL:              610148  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28472  99.31%
# Correctly spam:      38978  82.01%
# False positives:       199  0.69%
# False negatives:      8552  17.99%
# TCR(l=50): 2.568911  SpamRecall: 82.007%  SpamPrec: 99.492%

##### 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: 227654  99.48%
# Correctly spam:     185168  48.56%
# False positives:      1185  0.52%
# False negatives:    196141  51.44%
# TCR(l=50): 1.493040  SpamRecall: 48.561%  SpamPrec: 99.364%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28530  99.51%
# Correctly spam:      23070  48.54%
# False positives:       141  0.49%
# False negatives:     24460  51.46%
# TCR(l=50): 1.508410  SpamRecall: 48.538%  SpamPrec: 99.393%