DEVELOPMENT... OpenML
Run
79334

Run 79334

Task 2274 (Supervised Classification) meta_ensembles.arff Uploaded 01-12-2014 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)_I80
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
0.7144
Per class
Build CPU time
0.0461
Build memory
1509281614.7027
F measure
0.6359
Per class
Kappa
0.3381
KB relative information score
18.2749
Mean absolute error
0.2405
Mean prior absolute error
0.2904
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6335
Per class
Predictive accuracy
0.6622
Prior entropy
1.5899
Recall
0.6622
Per class
Relative absolute error
0.8284
Root mean prior squared error
0.3782
Root mean squared error
0.3544
Root relative squared error
0.9371
SciMark benchmark
931.0999