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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 496655  64.458%  (99.444% of non-spam corpus)
# Correctly spam:     193886  25.163%  (71.524% of spam corpus)
# False positives:      2778  0.361%  (0.556% of nonspam,  46589 weighted)
# False negatives:     77191  10.018%  (28.476% of spam, 145358 weighted)
# Average score for spam:  7.6    nonspam: 0.5
# Average for false-pos:   6.2  false-neg: 1.9
# TOTAL:              770510  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  62019  99.44%
# Correctly spam:      24098  71.10%
# False positives:       350  0.56%
# False negatives:      9797  28.90%
# TCR(l=50): 1.241712  SpamRecall: 71.096%  SpamPrec: 98.568%

##### 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: 490825  98.28%
# Correctly spam:     119315  44.02%
# False positives:      8608  1.72%
# False negatives:    151762  55.98%
# TCR(l=50): 0.465638  SpamRecall: 44.015%  SpamPrec: 93.271%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  61302  98.29%
# Correctly spam:      14950  44.11%
# False positives:      1067  1.71%
# False negatives:     18945  55.89%
# TCR(l=50): 0.468843  SpamRecall: 44.107%  SpamPrec: 93.338%
