Run
8958

Run 8958

Task 42 (Supervised Classification) haberman 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)_B20

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
0.5459
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6739
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1117
Cross-validation details (10-fold Crossvalidation)
KB relative information score
60.0191
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2843
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
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
0.6659
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7157
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7157
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.729
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2086
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.4199[561.0294815668511013.919993711725483.0147548568529904.56866745157771764.5664888040972]