DEVELOPMENT... OpenML
Run
79687

Run 79687

Task 3896 (Supervised Classification) ada_agnostic 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)_I40
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
0.8866
Per class
Build CPU time
1.6724
Build memory
335124563.5756
F measure
0.8353
Per class
Kappa
0.545
KB relative information score
1806.8913
Mean absolute error
0.2156
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8344
Per class
Predictive accuracy
0.8415
Prior entropy
0.8085
Recall
0.8415
Per class
Relative absolute error
0.5778
Root mean prior squared error
0.4319
Root mean squared error
0.3341
Root relative squared error
0.7734
SciMark benchmark
946.5543