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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 306885  49.866%  (96.074% of non-spam corpus)
# Correctly spam:      80676  13.109%  (27.256% of spam corpus)
# False positives:     12541  2.038%  (3.926% of nonspam, 346296 weighted)
# False negatives:    215321  34.987%  (72.744% of spam, 498009 weighted)
# Average score for spam:  4.1    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              615423  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38210  96.05%
# Correctly spam:       9882  26.76%
# False positives:      1573  3.95%
# False negatives:     27047  73.24%
# TCR(l=50): 0.349386  SpamRecall: 26.759%  SpamPrec: 86.268%

##### 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: 307196  96.17%
# Correctly spam:      52901  17.87%
# False positives:     12230  3.83%
# False negatives:    243096  82.13%
# TCR(l=50): 0.346359  SpamRecall: 17.872%  SpamPrec: 81.222%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38301  96.27%
# Correctly spam:       6505  17.61%
# False positives:      1482  3.73%
# False negatives:     30424  82.39%
# TCR(l=50): 0.353306  SpamRecall: 17.615%  SpamPrec: 81.445%