DEVELOPMENT... OpenML
Run
17480

Run 17480

Task 54 (Supervised Classification) hepatitis Uploaded 08-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_REPTree(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_REPTree(1)_C3
weka.MultiBoostAB_REPTree(1)_I160
weka.MultiBoostAB_REPTree(1)_P100
weka.MultiBoostAB_REPTree(1)_S1
weka.MultiBoostAB_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.8114
Per class
F measure
0.7858
Per class
Kappa
0.3426
KB relative information score
36.2381
Mean absolute error
0.216
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
0.7847
Per class
Predictive accuracy
0.7871
Prior entropy
0.7418
Recall
0.7871
Per class
Relative absolute error
0.6548
Root mean prior squared error
0.4048
Root mean squared error
0.4318
Root relative squared error
1.0668
SciMark benchmark
930.0574[562.29550002336991010.9942233373424416.5018986434737906.13200343296361754.3634695038145]

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