DEVELOPMENT... OpenML
Run
64988

Run 64988

Task 3481 (Supervised Classification) isolet Uploaded 19-11-2014 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
0.9992
Per class
Build CPU time
27315.682
Build memory
542928394.2932
F measure
0.9654
Per class
Kappa
0.964
KB relative information score
7563.8174
Mean absolute error
0.0041
Mean prior absolute error
0.074
Number of instances
7797
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9655
Per class
Predictive accuracy
0.9654
Prior entropy
4.7004
Recall
0.9654
Per class
Relative absolute error
0.056
Root mean prior squared error
0.1923
Root mean squared error
0.0451
Root relative squared error
0.2348
SciMark benchmark
876.9475