DEVELOPMENT... OpenML
Run
58867

Run 58867

Task 3800 (Supervised Classification) fri_c3_500_50 Uploaded 15-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I20
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.9268
Per class
Build CPU time
14.0039
Build memory
851480995.2
F measure
0.8401
Per class
Kappa
0.675
KB relative information score
278.981
Mean absolute error
0.2314
Mean prior absolute error
0.4918
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
0.8402
Per class
Predictive accuracy
0.84
Prior entropy
0.9882
Recall
0.84
Per class
Relative absolute error
0.4705
Root mean prior squared error
0.4959
Root mean squared error
0.3269
Root relative squared error
0.6592
SciMark benchmark
939.0518