DEVELOPMENT... OpenML
Run
58460

Run 58460

Task 3610 (Supervised Classification) fri_c3_250_5 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
0.9541
Per class
Build CPU time
1.721
Build memory
666095548.8
F measure
0.8921
Per class
Kappa
0.7806
KB relative information score
166.8798
Mean absolute error
0.1738
Mean prior absolute error
0.4919
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8921
Per class
Predictive accuracy
0.892
Prior entropy
0.9883
Recall
0.892
Per class
Relative absolute error
0.3533
Root mean prior squared error
0.4959
Root mean squared error
0.29
Root relative squared error
0.5849
SciMark benchmark
742.9293