Run
6325

Run 6325

Task 13 (Supervised Classification) breast-cancer Uploaded 15-05-2014 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(1)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.DecisionTable_BestFirst(1)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(1)_X1

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
0.6527
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2058
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3824
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
0.6834
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7133
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8796
Cross-validation details (10-fold Crossvalidation)
Recall
0.7133
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9141
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4493
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9831
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.2095[567.78666173126961015.5230404536866484.9782432137119908.95975824819551753.799996626104]