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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 913912  62.896%  (99.319% of non-spam corpus)
# Correctly spam:     456371  31.408%  (85.643% of spam corpus)
# False positives:      6268  0.431%  (0.681% of nonspam, 326890 weighted)
# False negatives:     76505  5.265%  (14.357% of spam, 154313 weighted)
# Average score for spam:  13.7    nonspam: -1.8
# Average for false-pos:   9.0  false-neg: 2.0
# TOTAL:              1453056  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 113196  98.58%
# Correctly spam:      57062  85.73%
# False positives:      1628  1.42%
# False negatives:      9498  14.27%
# TCR(l=50): 0.732249  SpamRecall: 85.730%  SpamPrec: 97.226%

##### 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: 914999  99.44%
# Correctly spam:     300372  56.37%
# False positives:      5181  0.56%
# False negatives:    232504  43.63%
# TCR(l=50): 1.084064  SpamRecall: 56.368%  SpamPrec: 98.304%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 114193  99.45%
# Correctly spam:      37479  56.31%
# False positives:       631  0.55%
# False negatives:     29081  43.69%
# TCR(l=50): 1.097788  SpamRecall: 56.309%  SpamPrec: 98.344%