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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151385  23.865%  (95.938% of non-spam corpus)
# Correctly spam:     246925  38.927%  (51.817% of spam corpus)
# False positives:      6409  1.010%  (4.062% of nonspam, 606172 weighted)
# False negatives:    229609  36.197%  (48.183% of spam, 359840 weighted)
# Average score for spam:  10.7    nonspam: 1.1
# Average for false-pos:   6.3  false-neg: 1.6
# TOTAL:              634328  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19063  95.91%
# Correctly spam:      30804  51.81%
# False positives:       812  4.09%
# False negatives:     28650  48.19%
# TCR(l=50): 0.858542  SpamRecall: 51.811%  SpamPrec: 97.432%

##### 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: 152171  96.44%
# Correctly spam:     118154  24.79%
# False positives:      5623  3.56%
# False negatives:    358380  75.21%
# TCR(l=50): 0.745132  SpamRecall: 24.794%  SpamPrec: 95.457%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19167  96.44%
# Correctly spam:      14741  24.79%
# False positives:       708  3.56%
# False negatives:     44713  75.21%
# TCR(l=50): 0.742127  SpamRecall: 24.794%  SpamPrec: 95.417%