Run
10107

Run 10107

Task 50 (Supervised Classification) heart-h Uploaded 22-05-2014 by Joaquin Vanschoren
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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
0.8244
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7553
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4641
Cross-validation details (10-fold Crossvalidation)
KB relative information score
121.1011
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1017
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7544
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7585
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.7585
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5447
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2586
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8514
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
923.1315[567.78666173126961014.7209476623404483.6674820550281900.52909745087851648.9532830845067]