DEVELOPMENT... OpenML
Run
13895

Run 13895

Task 52 (Supervised Classification) heart-statlog 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)_I101
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
0.8905
Per class
F measure
0.8179
Per class
Kappa
0.6303
KB relative information score
130.3953
Mean absolute error
0.2702
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8183
Per class
Predictive accuracy
0.8185
Prior entropy
0.9912
Recall
0.8185
Per class
Relative absolute error
0.5471
Root mean prior squared error
0.4969
Root mean squared error
0.3616
Root relative squared error
0.7277
SciMark benchmark
947.064[557.0874319526271015.7907504114269484.10363182779514911.48820099582031766.8500850997275]