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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 260567  35.392%  (99.473% of non-spam corpus)
# Correctly spam:     340220  46.211%  (71.732% of spam corpus)
# False positives:      1380  0.187%  (0.527% of nonspam,  83821 weighted)
# False negatives:    134072  18.210%  (28.268% of spam, 277315 weighted)
# Average score for spam:  8.3    nonspam: 0.5
# Average for false-pos:   6.7  false-neg: 2.1
# TOTAL:              736239  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32574  99.48%
# Correctly spam:      42905  72.50%
# False positives:       169  0.52%
# False negatives:     16271  27.50%
# TCR(l=50): 2.393754  SpamRecall: 72.504%  SpamPrec: 99.608%

##### 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: 252118  96.25%
# Correctly spam:     247089  52.10%
# False positives:      9829  3.75%
# False negatives:    227203  47.90%
# TCR(l=50): 0.659974  SpamRecall: 52.096%  SpamPrec: 96.174%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31561  96.39%
# Correctly spam:      30836  52.11%
# False positives:      1182  3.61%
# False negatives:     28340  47.89%
# TCR(l=50): 0.676761  SpamRecall: 52.109%  SpamPrec: 96.308%