Run
17434

Run 17434

Task 30 (Supervised Classification) page-blocks Uploaded 08-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_RandomForest(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(1)_I160
weka.Bagging_RandomForest(1)_P100
weka.Bagging_RandomForest(1)_S1
weka.Bagging_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(1)_num-slots1
weka.RandomForest(1)_I10
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
0.9924
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9761
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8741
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4313.4572
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0166
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
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
0.976
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2181
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0881
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.452
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.085[568.71232145344071015.5230404536866483.23216931738307911.80521739130441761.152276377127]