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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 339460  35.038%  (99.485% of non-spam corpus)
# Correctly spam:     445974  46.032%  (71.059% of spam corpus)
# False positives:      1758  0.181%  (0.515% of nonspam, 194717 weighted)
# False negatives:    181637  18.748%  (28.941% of spam, 377922 weighted)
# Average score for spam:  11.0    nonspam: -0.5
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              968829  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42275  99.44%
# Correctly spam:      55626  71.01%
# False positives:       240  0.56%
# False negatives:     22713  28.99%
# TCR(l=50): 2.256763  SpamRecall: 71.007%  SpamPrec: 99.570%

##### 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: 339415  99.47%
# Correctly spam:     287319  45.78%
# False positives:      1803  0.53%
# False negatives:    340292  54.22%
# TCR(l=50): 1.458062  SpamRecall: 45.780%  SpamPrec: 99.376%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  42252  99.38%
# Correctly spam:      35995  45.95%
# False positives:       263  0.62%
# False negatives:     42344  54.05%
# TCR(l=50): 1.411666  SpamRecall: 45.948%  SpamPrec: 99.275%