DEVELOPMENT... OpenML
Run
58216

Run 58216

Task 3837 (Supervised Classification) hayes-roth 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)_I40
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
0.8943
Per class
Build CPU time
1.449
Build memory
953280951.8182
F measure
0.7697
Per class
Kappa
0.51
KB relative information score
57.0845
Mean absolute error
0.2812
Mean prior absolute error
0.4746
Number of instances
132
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.77
Per class
Predictive accuracy
0.7727
Prior entropy
0.9635
Recall
0.7727
Per class
Relative absolute error
0.5926
Root mean prior squared error
0.4869
Root mean squared error
0.3528
Root relative squared error
0.7245
SciMark benchmark
998.3701