DEVELOPMENT... OpenML
Run
17046

Run 17046

Task 7 (Supervised Classification) audiology Uploaded 06-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_RandomTree(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_RandomTree(1)_C3
weka.MultiBoostAB_RandomTree(1)_I160
weka.MultiBoostAB_RandomTree(1)_P100
weka.MultiBoostAB_RandomTree(1)_S1
weka.MultiBoostAB_RandomTree(1)_Wweka.classifiers.trees.RandomTree
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
0.8579
Per class
F measure
0.7093
Per class
Kappa
0.6878
KB relative information score
136.2177
Mean absolute error
0.0225
Mean prior absolute error
0.0724
Number of instances
226
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6988
Per class
Predictive accuracy
0.7345
Prior entropy
3.6349
Recall
0.7345
Per class
Relative absolute error
0.3107
Root mean prior squared error
0.1893
Root mean squared error
0.1477
Root relative squared error
0.7802
SciMark benchmark
929.8959[550.9287964609948997.9052375505228475.7385195030516894.99483625267871729.9123285235262]