DEVELOPMENT... OpenML
Run
79192

Run 79192

Task 3911 (Supervised Classification) ar4 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
0.8129
Per class
Build CPU time
0.0369
Build memory
2509342862.0561
F measure
0.8351
Per class
Kappa
0.4185
KB relative information score
23.5169
Mean absolute error
0.219
Mean prior absolute error
0.3076
Number of instances
107
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.835
Per class
Predictive accuracy
0.8505
Prior entropy
0.707
Recall
0.8505
Per class
Relative absolute error
0.7122
Root mean prior squared error
0.3899
Root mean squared error
0.3471
Root relative squared error
0.8904
SciMark benchmark
874.7213