DEVELOPMENT... OpenML
Run
11911

Run 11911

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)_I3
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
0.8381
Per class
F measure
0.7881
Per class
Kappa
0.57
KB relative information score
130.3317
Mean absolute error
0.2605
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
0.7884
Per class
Predictive accuracy
0.7889
Prior entropy
0.9912
Recall
0.7889
Per class
Relative absolute error
0.5275
Root mean prior squared error
0.4969
Root mean squared error
0.4042
Root relative squared error
0.8134
SciMark benchmark
946.0785[563.38522762117461012.8541257252805482.58056402979616912.12245438067161759.4502550697425]

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