Run
11201

Run 11201

Task 39 (Supervised Classification) sonar 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)_I33
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
0.9113
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8246
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6482
Cross-validation details (10-fold Crossvalidation)
KB relative information score
82.6412
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
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
0.8352
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8269
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.8269
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.643
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3697
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7411
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.4616[566.86401039670471015.7906865781697483.0147548568529914.34946139689831762.2889234168845]