Run
75511

Run 75511

Task 3753 (Supervised Classification) cloud Uploaded 01-12-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I10
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.6587
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.2398
Cross-validation details (10-fold Crossvalidation)
Build memory
2280856831.3333
Cross-validation details (10-fold Crossvalidation)
F measure
0.6752
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1867
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7.8086
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3793
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4185
Cross-validation details (10-fold Crossvalidation)
Number of instances
108
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
0.6933
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8813
Cross-validation details (10-fold Crossvalidation)
Recall
0.7222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9062
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4566
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.437
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9571
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
940.6012