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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 149597  47.584%  (97.334% of non-spam corpus)
# Correctly spam:     109108  34.705%  (67.900% of spam corpus)
# False positives:      4097  1.303%  (2.666% of nonspam, 128821 weighted)
# False negatives:     51581  16.407%  (32.100% of spam, 106802 weighted)
# Average score for spam:  11.1    nonspam: 1.1
# Average for false-pos:   6.0  false-neg: 2.1
# TOTAL:              314383  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18827  97.39%
# Correctly spam:      13785  68.09%
# False positives:       505  2.61%
# False negatives:      6461  31.91%
# TCR(l=50): 0.638454  SpamRecall: 68.088%  SpamPrec: 96.466%

##### 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: 149953  97.57%
# Correctly spam:      54339  33.82%
# False positives:      3741  2.43%
# False negatives:    106350  66.18%
# TCR(l=50): 0.547679  SpamRecall: 33.816%  SpamPrec: 93.559%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18878  97.65%
# Correctly spam:       6970  34.43%
# False positives:       454  2.35%
# False negatives:     13276  65.57%
# TCR(l=50): 0.562764  SpamRecall: 34.427%  SpamPrec: 93.885%