Run
23504

Run 23504

Task 2076 (Supervised Classification) kropt Uploaded 25-06-2014 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
0.9444
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6426
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6019
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16547.3999
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0639
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
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
0.6444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6447
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.6447
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6422
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1695
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7599
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.3242[553.20035126208041014.7209476623404488.5085743230882912.43998791392861757.751385454742]