DEVELOPMENT... OpenML
Run
21906

Run 21906

Task 54 (Supervised Classification) hepatitis Uploaded 20-06-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I160
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

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
0.8506
Per class
F measure
0.8146
Per class
Kappa
0.4066
KB relative information score
39.2633
Mean absolute error
0.2281
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
0.811
Per class
Predictive accuracy
0.8258
Prior entropy
0.7418
Recall
0.8258
Per class
Relative absolute error
0.6914
Root mean prior squared error
0.4048
Root mean squared error
0.34
Root relative squared error
0.84
SciMark benchmark
944.9891[551.27706102193551015.5230404536866483.6674820550281912.75766683510371761.7203488120049]

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