DEVELOPMENT... OpenML
Run
15511

Run 15511

Task 54 (Supervised Classification) hepatitis Uploaded 04-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_J48(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.J48(1)_C0.25
weka.J48(1)_M2
weka.MultiBoostAB_J48(1)_C3
weka.MultiBoostAB_J48(1)_I40
weka.MultiBoostAB_J48(1)_P100
weka.MultiBoostAB_J48(1)_S1
weka.MultiBoostAB_J48(1)_Wweka.classifiers.trees.J48

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
0.7687
Per class
F measure
0.8545
Per class
Kappa
0.5458
KB relative information score
76.5069
Mean absolute error
0.1425
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
0.8524
Per class
Predictive accuracy
0.8581
Prior entropy
0.7418
Recall
0.8581
Per class
Relative absolute error
0.432
Root mean prior squared error
0.4048
Root mean squared error
0.3766
Root relative squared error
0.9303
SciMark benchmark
942.6653[561.39063748653551014.1868590421574472.38971539770705912.12245438067161753.2370197795062]