DEVELOPMENT... OpenML
Run
59842

Run 59842

Task 3734 (Supervised Classification) fri_c1_500_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)_I10
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
0.9611
Per class
Build CPU time
1.0144
Build memory
2029625970.4
F measure
0.8878
Per class
Kappa
0.7742
KB relative information score
339.9591
Mean absolute error
0.171
Mean prior absolute error
0.4977
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
0.8885
Per class
Predictive accuracy
0.888
Prior entropy
0.9967
Recall
0.888
Per class
Relative absolute error
0.3436
Root mean prior squared error
0.4988
Root mean squared error
0.2837
Root relative squared error
0.5686
SciMark benchmark
876.9475