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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162889  12.342%  (99.494% of non-spam corpus)
# Correctly spam:     1002544  75.965%  (86.723% of spam corpus)
# False positives:       828  0.063%  (0.506% of nonspam, 172097 weighted)
# False negatives:    153488  11.630%  (13.277% of spam, 347485 weighted)
# Average score for spam:  12.0    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              1319749  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20484  99.26%
# Correctly spam:     125260  86.80%
# False positives:       153  0.74%
# False negatives:     19050  13.20%
# TCR(l=50): 5.404869  SpamRecall: 86.799%  SpamPrec: 99.878%

##### 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: 155633  95.06%
# Correctly spam:     422148  36.52%
# False positives:      8084  4.94%
# False negatives:    733884  63.48%
# TCR(l=50): 1.015770  SpamRecall: 36.517%  SpamPrec: 98.121%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19611  95.03%
# Correctly spam:      52436  36.34%
# False positives:      1026  4.97%
# False negatives:     91874  63.66%
# TCR(l=50): 1.007934  SpamRecall: 36.336%  SpamPrec: 98.081%