DEVELOPMENT... OpenML
Run
27898

Run 27898

Task 3481 (Supervised Classification) isolet Uploaded 09-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I20
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9953
Per class
Build CPU time
365.1499
Build memory
2027852102.5164
F measure
0.9141
Per class
Kappa
0.9108
KB relative information score
7058.6273
Mean absolute error
0.0145
Mean prior absolute error
0.074
Number of instances
7797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9143
Per class
Predictive accuracy
0.9142
Prior entropy
4.7004
Recall
0.9142
Per class
Relative absolute error
0.1967
Root mean prior squared error
0.1923
Root mean squared error
0.0744
Root relative squared error
0.3871
SciMark benchmark
891.1184