DEVELOPMENT... OpenML
Run
22872

Run 22872

Task 54 (Supervised Classification) hepatitis Uploaded 23-06-2014 by Felicia West
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Flow

weka.Bagging_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(1)_I160
weka.Bagging_DecisionStump(1)_P100
weka.Bagging_DecisionStump(1)_S1
weka.Bagging_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump
weka.Bagging_DecisionStump(1)_num-slots1

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
0.7914
Per class
F measure
0.757
Per class
Kappa
0.1825
KB relative information score
16.8631
Mean absolute error
0.2704
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7768
Per class
Predictive accuracy
0.8065
Prior entropy
0.7418
Recall
0.8065
Per class
Relative absolute error
0.8199
Root mean prior squared error
0.4048
Root mean squared error
0.3644
Root relative squared error
0.9003
SciMark benchmark
930.063[549.19413572251551015.2555353338006477.85573387886615889.52832583882961718.4812395285503]