DEVELOPMENT... OpenML
Run
8616

Run 8616

Task 50 (Supervised Classification) heart-h Uploaded 22-05-2014 by Felicia West
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
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.

19 Evaluation measures

Area under ROC curve
0.8711
Per class
F measure
0.7861
Per class
Kappa
0.5311
KB relative information score
128.1756
Mean absolute error
0.1006
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7858
Per class
Predictive accuracy
0.7891
Prior entropy
1.0314
Recall
0.7891
Per class
Relative absolute error
0.5387
Root mean prior squared error
0.3037
Root mean squared error
0.237
Root relative squared error
0.7803
SciMark benchmark
945.516[560.84905630822271016.0585376856843483.0147548568529909.90626928802961757.7512505720342]