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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 230898  25.605%  (99.540% of non-spam corpus)
# Correctly spam:     383236  42.499%  (57.217% of spam corpus)
# False positives:      1068  0.118%  (0.460% of nonspam,  90275 weighted)
# False negatives:    286560  31.778%  (42.783% of spam, 741720 weighted)
# Average score for spam:  7.6    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.6
# TOTAL:              901762  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28945  99.61%
# Correctly spam:      47771  57.15%
# False positives:       114  0.39%
# False negatives:     35824  42.85%
# TCR(l=50): 2.013173  SpamRecall: 57.146%  SpamPrec: 99.762%

##### 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: 224447  96.76%
# Correctly spam:     233366  34.84%
# False positives:      7519  3.24%
# False negatives:    436430  65.16%
# TCR(l=50): 0.824486  SpamRecall: 34.841%  SpamPrec: 96.879%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28103  96.71%
# Correctly spam:      29079  34.79%
# False positives:       956  3.29%
# False negatives:     54516  65.21%
# TCR(l=50): 0.817028  SpamRecall: 34.786%  SpamPrec: 96.817%
