Run
10282

Run 10282

Task 54 (Supervised Classification) hepatitis Uploaded 22-05-2014 by Joaquin Vanschoren
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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)_B10

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
0.6006
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7752
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2541
Cross-validation details (10-fold Crossvalidation)
KB relative information score
48.7431
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1935
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
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
0.7764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8065
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.8065
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5868
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4399
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0869
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
910.7898[565.76079675838591015.2555990998168482.14720472367435910.53839766977511580.246872590131]