DEVELOPMENT... OpenML
Run
46752

Run 46752

Task 3759 (Supervised Classification) fri_c3_500_25 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
0.956
Per class
Build CPU time
50.9493
Build memory
516660215.2
F measure
0.8762
Per class
Kappa
0.7491
KB relative information score
321.7748
Mean absolute error
0.189
Mean prior absolute error
0.4928
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
0.8766
Per class
Predictive accuracy
0.876
Prior entropy
0.9897
Recall
0.876
Per class
Relative absolute error
0.3836
Root mean prior squared error
0.4964
Root mean squared error
0.2886
Root relative squared error
0.5813
SciMark benchmark
943.3898