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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165304  48.268%  (95.770% of non-spam corpus)
# Correctly spam:     102531  29.939%  (60.360% of spam corpus)
# False positives:      7301  2.132%  (4.230% of nonspam, 226505 weighted)
# False negatives:     67334  19.661%  (39.640% of spam, 176378 weighted)
# Average score for spam:  12.9    nonspam: 1.1
# Average for false-pos:   6.3  false-neg: 2.6
# TOTAL:              342470  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20802  95.81%
# Correctly spam:      13093  61.19%
# False positives:       910  4.19%
# False negatives:      8305  38.81%
# TCR(l=50): 0.397695  SpamRecall: 61.188%  SpamPrec: 93.501%

##### 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: 166601  96.52%
# Correctly spam:      62197  36.62%
# False positives:      6004  3.48%
# False negatives:    107668  63.38%
# TCR(l=50): 0.416471  SpamRecall: 36.616%  SpamPrec: 91.197%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20955  96.51%
# Correctly spam:       8013  37.45%
# False positives:       757  3.49%
# False negatives:     13385  62.55%
# TCR(l=50): 0.417644  SpamRecall: 37.447%  SpamPrec: 91.368%