DEVELOPMENT... OpenML
Run
59831

Run 59831

Task 3722 (Supervised Classification) hungarian 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
0.8877
Per class
Build CPU time
1.84
Build memory
1931909475.864
F measure
0.8114
Per class
Kappa
0.5884
KB relative information score
149.8197
Mean absolute error
0.2273
Mean prior absolute error
0.4614
Number of instances
294
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8109
Per class
Predictive accuracy
0.8129
Prior entropy
0.9439
Recall
0.8129
Per class
Relative absolute error
0.4926
Root mean prior squared error
0.4802
Root mean squared error
0.362
Root relative squared error
0.7539
SciMark benchmark
876.9475