DEVELOPMENT... OpenML
Run
443

Run 443

Task 52 (Supervised Classification) heart-statlog Uploaded 07-04-2014 by Jason
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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
0.8673
Per class
F measure
0.8018
Per class
Kappa
0.5975
KB relative information score
128.6082
Mean absolute error
0.267
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.8051
Per class
Predictive accuracy
0.8037
Prior entropy
0.9912
Recall
0.8037
Per class
Relative absolute error
0.5407
Root mean prior squared error
0.4969
Root mean squared error
0.3815
Root relative squared error
0.7677
SciMark benchmark
2010.8932