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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 141290  29.844%  (97.947% of non-spam corpus)
# Correctly spam:     170711  36.058%  (51.860% of spam corpus)
# False positives:      2962  0.626%  (2.053% of nonspam, 203497 weighted)
# False negatives:    158466  33.472%  (48.140% of spam, 548146 weighted)
# Average score for spam:  7.4    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 3.5
# TOTAL:              473429  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17694  97.81%
# Correctly spam:      21329  51.98%
# False positives:       397  2.19%
# False negatives:     19707  48.02%
# TCR(l=50): 1.037389  SpamRecall: 51.976%  SpamPrec: 98.173%

##### 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: 140733  97.56%
# Correctly spam:     143582  43.62%
# False positives:      3519  2.44%
# False negatives:    185595  56.38%
# TCR(l=50): 0.910473  SpamRecall: 43.618%  SpamPrec: 97.608%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17637  97.49%
# Correctly spam:      17783  43.34%
# False positives:       454  2.51%
# False negatives:     23253  56.66%
# TCR(l=50): 0.892999  SpamRecall: 43.335%  SpamPrec: 97.511%