Run
7406

Run 7406

Task 58 (Supervised Classification) waveform-5000 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)_I1
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
0.7809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7081
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.562
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3001.5372
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1947
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
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
0.7083
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.438
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.936
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.3688[563.02150163949781015.5230404536866482.7975877024999914.34953743383911761.152276377127]