Run
10705

Run 10705

Task 48 (Supervised Classification) heart-c 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)_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
0.8979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8277
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.652
Cross-validation details (10-fold Crossvalidation)
KB relative information score
140.4774
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1076
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
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
0.8288
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8284
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10-fold Crossvalidation)
Recall
0.8284
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5369
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2254
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7156
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
915.574[561.029481566851860.2478593281738483.88543266528814912.12245438067161760.5845701777503]