DEVELOPMENT... OpenML
Run
21671

Run 21671

Task 48 (Supervised Classification) heart-c Uploaded 19-06-2014 by Felicia West
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Flow

weka.MultiBoostAB_RandomForest(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_RandomForest(1)_C3
weka.MultiBoostAB_RandomForest(1)_I10
weka.MultiBoostAB_RandomForest(1)_P100
weka.MultiBoostAB_RandomForest(1)_S1
weka.MultiBoostAB_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

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.

17 Evaluation measures

Area under ROC curve
0.8308
Per class
F measure
0.8071
Per class
Kappa
0.6104
KB relative information score
175.2203
Mean absolute error
0.0765
Mean prior absolute error
0.2004
Number of instances
303
Per class
Precision
0.8103
Per class
Predictive accuracy
0.8086
Prior entropy
1.0792
Recall
0.8086
Per class
Relative absolute error
0.3817
Root mean prior squared error
0.315
Root mean squared error
0.2712
Root relative squared error
0.861