DEVELOPMENT... OpenML
Run
58382

Run 58382

Task 11 (Supervised Classification) balance-scale 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
0.9917
Per class
Build CPU time
16.8361
Build memory
777871039.0656
F measure
0.9304
Per class
Kappa
0.8853
KB relative information score
496.1121
Mean absolute error
0.0867
Mean prior absolute error
0.3798
Number of instances
625
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9301
Per class
Predictive accuracy
0.936
Prior entropy
1.3212
Recall
0.936
Per class
Relative absolute error
0.2284
Root mean prior squared error
0.4356
Root mean squared error
0.1885
Root relative squared error
0.4328
SciMark benchmark
824.2652