DEVELOPMENT... OpenML
Run
80226

Run 80226

Task 3759 (Supervised Classification) fri_c3_500_25 Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I20
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.9267
Per class
Build CPU time
0.0803
Build memory
1115840487.2
F measure
0.8502
Per class
Kappa
0.6967
KB relative information score
225.7027
Mean absolute error
0.2923
Mean prior absolute error
0.4928
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8508
Per class
Predictive accuracy
0.85
Prior entropy
0.9897
Recall
0.85
Per class
Relative absolute error
0.5931
Root mean prior squared error
0.4964
Root mean squared error
0.3458
Root relative squared error
0.6967
SciMark benchmark
919.2952