DEVELOPMENT... OpenML
Run
19731

Run 19731

Task 54 (Supervised Classification) hepatitis Uploaded 16-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_BFTree(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1
weka.MultiBoostAB_BFTree(1)_C3
weka.MultiBoostAB_BFTree(1)_I20
weka.MultiBoostAB_BFTree(1)_P100
weka.MultiBoostAB_BFTree(1)_S1
weka.MultiBoostAB_BFTree(1)_Wweka.classifiers.trees.BFTree

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
0.7553
Per class
F measure
0.8175
Per class
Kappa
0.4216
KB relative information score
62.6021
Mean absolute error
0.1676
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
0.8136
Per class
Predictive accuracy
0.8258
Prior entropy
0.7418
Recall
0.8258
Per class
Relative absolute error
0.5081
Root mean prior squared error
0.4048
Root mean squared error
0.3986
Root relative squared error
0.9847
SciMark benchmark
946.6713[567.41727621999961013.6533959159474482.79753594534895911.17140496421141758.3171307218695]