DEVELOPMENT... OpenML
Run
46686

Run 46686

Task 3734 (Supervised Classification) fri_c1_500_5 Uploaded 04-11-2014 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)_I160
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
0.958
Per class
Build CPU time
16.1934
Build memory
2415337786.4
F measure
0.8856
Per class
Kappa
0.7699
KB relative information score
331.9338
Mean absolute error
0.1804
Mean prior absolute error
0.4977
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
0.8873
Per class
Predictive accuracy
0.886
Prior entropy
0.9967
Recall
0.886
Per class
Relative absolute error
0.3624
Root mean prior squared error
0.4988
Root mean squared error
0.2875
Root relative squared error
0.5763
SciMark benchmark
845.9233