DEVELOPMENT... OpenML
Run
47016

Run 47016

Task 3057 (Supervised Classification) SPECTF Uploaded 05-11-2014 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)_I160
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
0.9401
Per class
Build CPU time
59.119
Build memory
211912048
F measure
0.8712
Per class
Kappa
0.6897
KB relative information score
62.1144
Mean absolute error
0.1907
Mean prior absolute error
0.4035
Number of instances
115
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8741
Per class
Predictive accuracy
0.8696
Prior entropy
0.8464
Recall
0.8696
Per class
Relative absolute error
0.4726
Root mean prior squared error
0.4525
Root mean squared error
0.3068
Root relative squared error
0.6779
SciMark benchmark
935.2997