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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 282507  25.254%  (99.657% of non-spam corpus)
# Correctly spam:     669248  59.825%  (80.131% of spam corpus)
# False positives:       971  0.087%  (0.343% of nonspam,  89472 weighted)
# False negatives:    165946  14.834%  (19.869% of spam, 335021 weighted)
# Average score for spam:  11.9    nonspam: 0.6
# Average for false-pos:   6.3  false-neg: 2.0
# TOTAL:              1118672  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35334  99.67%
# Correctly spam:      83327  80.04%
# False positives:       118  0.33%
# False negatives:     20786  19.96%
# TCR(l=50): 3.901409  SpamRecall: 80.035%  SpamPrec: 99.859%

##### 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: 272859  96.25%
# Correctly spam:     345471  41.36%
# False positives:     10619  3.75%
# False negatives:    489723  58.64%
# TCR(l=50): 0.818278  SpamRecall: 41.364%  SpamPrec: 97.018%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34091  96.16%
# Correctly spam:      42906  41.21%
# False positives:      1361  3.84%
# False negatives:     61207  58.79%
# TCR(l=50): 0.805473  SpamRecall: 41.211%  SpamPrec: 96.925%