DEVELOPMENT... OpenML
Run
59065

Run 59065

Task 1785 (Supervised Classification) car 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
0.9944
Per class
Build CPU time
39.4862
Build memory
107272285.6
F measure
0.949
Per class
Kappa
0.889
KB relative information score
7359.6204
Mean absolute error
0.0422
Mean prior absolute error
0.229
Number of instances
8640
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9493
Per class
Predictive accuracy
0.949
Prior entropy
1.2099
Recall
0.949
Per class
Relative absolute error
0.1842
Root mean prior squared error
0.3381
Root mean squared error
0.1371
Root relative squared error
0.4054
SciMark benchmark
1216.8013