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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 184232  44.937%  (96.564% of non-spam corpus)
# Correctly spam:      95504  23.295%  (43.572% of spam corpus)
# False positives:      6556  1.599%  (3.436% of nonspam, 224946 weighted)
# False negatives:    123683  30.168%  (56.428% of spam, 316832 weighted)
# Average score for spam:  6.8    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.6
# TOTAL:              409975  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23133  96.63%
# Correctly spam:      12034  43.87%
# False positives:       808  3.37%
# False negatives:     15398  56.13%
# TCR(l=50): 0.491631  SpamRecall: 43.868%  SpamPrec: 93.708%

##### 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: 184870  96.90%
# Correctly spam:      36466  16.64%
# False positives:      5918  3.10%
# False negatives:    182721  83.36%
# TCR(l=50): 0.457955  SpamRecall: 16.637%  SpamPrec: 86.037%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23210  96.95%
# Correctly spam:       4612  16.81%
# False positives:       731  3.05%
# False negatives:     22820  83.19%
# TCR(l=50): 0.462052  SpamRecall: 16.812%  SpamPrec: 86.319%