Run
11600

Run 11600

Task 13 (Supervised Classification) breast-cancer Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.OneR(1)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(1)_B2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.5276
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6266
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0663
Cross-validation details (10-fold Crossvalidation)
KB relative information score
46.9718
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3252
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4183
Cross-validation details (10-fold Crossvalidation)
Number of instances
286
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6188
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6748
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8796
Cross-validation details (10-fold Crossvalidation)
Recall
0.6748
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7773
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5702
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2477
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.1611[563.02150163949781014.9881711071126483.449727694041911.48820099582031762.8577294742872]
Total cost