Run
8059

Run 8059

Task 52 (Supervised Classification) heart-statlog 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)_I11
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
0.8695
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7958
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5858
Cross-validation details (10-fold Crossvalidation)
KB relative information score
128.2453
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2684
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
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
0.7959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7963
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7963
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5434
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3799
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7645
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
819.2883[562.6582450035781868.388877969816369.1102666092049537.40054542817011758.8835103978397]