DEVELOPMENT... OpenML
Run
8502

Run 8502

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)_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
0.8917
Per class
F measure
0.8041
Per class
Kappa
0.5716
KB relative information score
133.0386
Mean absolute error
0.0985
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
0.8037
Per class
Predictive accuracy
0.8061
Prior entropy
1.0314
Recall
0.8061
Per class
Relative absolute error
0.5274
Root mean prior squared error
0.3037
Root mean squared error
0.2243
Root relative squared error
0.7386
SciMark benchmark
928.5452[565.0277616946796920.6665397539848483.23216931738307914.34953743383911759.4501199261804]