Run
7226

Run 7226

Task 11 (Supervised Classification) balance-scale Uploaded 22-05-2014 by Joaquin Vanschoren
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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
0.9351
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8236
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6844
Cross-validation details (10-fold Crossvalidation)
KB relative information score
366.6608
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1435
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
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
0.8282
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8192
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.8192
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3779
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2907
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6675
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.8769[560.30856197719071015.7907504114269483.88543266528814917.54991792291921766.8499488170112]