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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 126192  42.746%  (97.823% of non-spam corpus)
# Correctly spam:     111516  37.774%  (67.091% of spam corpus)
# False positives:      2808  0.951%  (2.177% of nonspam, 106287 weighted)
# False negatives:     54701  18.529%  (32.909% of spam, 168111 weighted)
# Average score for spam:  8.3    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 3.1
# TOTAL:              295217  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15818  97.62%
# Correctly spam:      13953  66.68%
# False positives:       385  2.38%
# False negatives:      6972  33.32%
# TCR(l=50): 0.797994  SpamRecall: 66.681%  SpamPrec: 97.315%

##### 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: 125864  97.57%
# Correctly spam:      66804  40.19%
# False positives:      3136  2.43%
# False negatives:     99413  59.81%
# TCR(l=50): 0.648745  SpamRecall: 40.191%  SpamPrec: 95.516%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15797  97.49%
# Correctly spam:       8389  40.09%
# False positives:       406  2.51%
# False negatives:     12536  59.91%
# TCR(l=50): 0.637258  SpamRecall: 40.091%  SpamPrec: 95.384%