Run
22309

Run 22309

Task 2079 (Supervised Classification) eucalyptus Uploaded 21-06-2014 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)_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
0.7009
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5024
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3683
Cross-validation details (10-fold Crossvalidation)
KB relative information score
311.4357
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1984
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
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
0.5003
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5054
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.5054
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6333
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4324
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0927
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.1142[559.76910839984421011.7905596720842482.58056402979616904.880888052811751.5501218345944]