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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173470  18.681%  (95.903% of non-spam corpus)
# Correctly spam:     420131  45.244%  (56.189% of spam corpus)
# False positives:      7410  0.798%  (4.097% of nonspam, 971471 weighted)
# False negatives:    327582  35.277%  (43.811% of spam, 1074537 weighted)
# Average score for spam:  7.7    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 3.3
# TOTAL:              928593  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21769  95.83%
# Correctly spam:      52334  56.12%
# False positives:       947  4.17%
# False negatives:     40914  43.88%
# TCR(l=50): 1.056467  SpamRecall: 56.123%  SpamPrec: 98.223%

##### 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: 174954  96.72%
# Correctly spam:      99183  13.26%
# False positives:      5926  3.28%
# False negatives:    648530  86.74%
# TCR(l=50): 0.791373  SpamRecall: 13.265%  SpamPrec: 94.362%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22025  96.96%
# Correctly spam:      12287  13.18%
# False positives:       691  3.04%
# False negatives:     80961  86.82%
# TCR(l=50): 0.807265  SpamRecall: 13.177%  SpamPrec: 94.676%