DEVELOPMENT... OpenML
Run
58662

Run 58662

Task 3670 (Supervised Classification) fri_c4_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
0.9329
Per class
Build CPU time
34.407
Build memory
111286840.8
F measure
0.84
Per class
Kappa
0.679
KB relative information score
290.0863
Mean absolute error
0.2218
Mean prior absolute error
0.4984
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.84
Per class
Predictive accuracy
0.84
Prior entropy
0.9978
Recall
0.84
Per class
Relative absolute error
0.4451
Root mean prior squared error
0.4992
Root mean squared error
0.3227
Root relative squared error
0.6464
SciMark benchmark
1212.2248