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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143452  10.678%  (99.665% of non-spam corpus)
# Correctly spam:     1102408  82.061%  (91.908% of spam corpus)
# False positives:       482  0.036%  (0.335% of nonspam, 294052 weighted)
# False negatives:     97066  7.225%  (8.092% of spam, 247939 weighted)
# Average score for spam:  9.4    nonspam: -1.1
# Average for false-pos:   7.3  false-neg: 2.6
# TOTAL:              1343408  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17998  99.69%
# Correctly spam:     137376  91.68%
# False positives:        56  0.31%
# False negatives:     12460  8.32%
# TCR(l=50): 9.818873  SpamRecall: 91.684%  SpamPrec: 99.959%

##### 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: 143735  99.86%
# Correctly spam:     484503  40.39%
# False positives:       199  0.14%
# False negatives:    714971  59.61%
# TCR(l=50): 1.654627  SpamRecall: 40.393%  SpamPrec: 99.959%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18036  99.90%
# Correctly spam:      60722  40.53%
# False positives:        18  0.10%
# False negatives:     89114  59.47%
# TCR(l=50): 1.664586  SpamRecall: 40.526%  SpamPrec: 99.970%