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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 440474  61.994%  (99.246% of non-spam corpus)
# Correctly spam:     180855  25.454%  (67.816% of spam corpus)
# False positives:      3346  0.471%  (0.754% of nonspam,  60671 weighted)
# False negatives:     85831  12.080%  (32.184% of spam, 171848 weighted)
# Average score for spam:  7.5    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.0
# TOTAL:              710506  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  54909  99.27%
# Correctly spam:      22222  66.62%
# False positives:       402  0.73%
# False negatives:     11135  33.38%
# TCR(l=50): 1.067937  SpamRecall: 66.619%  SpamPrec: 98.223%

##### 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: 432619  97.48%
# Correctly spam:     113159  42.43%
# False positives:     11201  2.52%
# False negatives:    153527  57.57%
# TCR(l=50): 0.373731  SpamRecall: 42.432%  SpamPrec: 90.993%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  53962  97.56%
# Correctly spam:      14154  42.43%
# False positives:      1349  2.44%
# False negatives:     19203  57.57%
# TCR(l=50): 0.384949  SpamRecall: 42.432%  SpamPrec: 91.298%