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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167599  38.656%  (96.098% of non-spam corpus)
# Correctly spam:     134407  31.001%  (51.864% of spam corpus)
# False positives:      6806  1.570%  (3.902% of nonspam, 317329 weighted)
# False negatives:    124748  28.773%  (48.136% of spam, 304886 weighted)
# Average score for spam:  8.3    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 2.4
# TOTAL:              433560  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20989  95.79%
# Correctly spam:      16866  52.10%
# False positives:       923  4.21%
# False negatives:     15508  47.90%
# TCR(l=50): 0.525058  SpamRecall: 52.097%  SpamPrec: 94.811%

##### 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: 168596  96.67%
# Correctly spam:      60099  23.19%
# False positives:      5809  3.33%
# False negatives:    199056  76.81%
# TCR(l=50): 0.529421  SpamRecall: 23.190%  SpamPrec: 91.186%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21140  96.48%
# Correctly spam:       7473  23.08%
# False positives:       772  3.52%
# False negatives:     24901  76.92%
# TCR(l=50): 0.509819  SpamRecall: 23.083%  SpamPrec: 90.637%