Run
76800

Run 76800

Task 253 (Supervised Classification) cmc 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)_I20
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
0.6875
Per class
Cross-validation details (33% Holdout set)
Build CPU time
3.96
Cross-validation details (33% Holdout set)
Build memory
960461888
Cross-validation details (33% Holdout set)
F measure
0.5225
Per class
Cross-validation details (33% Holdout set)
Kappa
0.2546
Cross-validation details (33% Holdout set)
KB relative information score
108.2664
Cross-validation details (33% Holdout set)
Mean absolute error
0.3647
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4292
Cross-validation details (33% Holdout set)
Number of instances
486
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5223
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.5226
Cross-validation details (33% Holdout set)
Prior entropy
1.5392
Cross-validation details (33% Holdout set)
Recall
0.5226
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.8497
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4624
Cross-validation details (33% Holdout set)
Root mean squared error
0.4481
Cross-validation details (33% Holdout set)
Root relative squared error
0.9691
Cross-validation details (33% Holdout set)
SciMark benchmark
947.0721
Total cost