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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175533  21.408%  (96.305% of non-spam corpus)
# Correctly spam:     452851  55.230%  (71.017% of spam corpus)
# False positives:      6735  0.821%  (3.695% of nonspam, 736207 weighted)
# False negatives:    184811  22.540%  (28.983% of spam, 632452 weighted)
# Average score for spam:  8.8    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 3.4
# TOTAL:              819930  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22029  96.21%
# Correctly spam:      56761  71.33%
# False positives:       867  3.79%
# False negatives:     22816  28.67%
# TCR(l=50): 1.202687  SpamRecall: 71.328%  SpamPrec: 98.496%

##### 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: 176345  96.75%
# Correctly spam:      95875  15.04%
# False positives:      5923  3.25%
# False negatives:    541787  84.96%
# TCR(l=50): 0.760990  SpamRecall: 15.035%  SpamPrec: 94.182%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22183  96.89%
# Correctly spam:      11949  15.02%
# False positives:       713  3.11%
# False negatives:     67628  84.98%
# TCR(l=50): 0.770513  SpamRecall: 15.016%  SpamPrec: 94.369%