DEVELOPMENT... OpenML
Run
32257

Run 32257

Task 1894 (Supervised Classification) mfeat-fourier Uploaded 13-10-2014 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)_I160
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
0.9812
Per class
Build CPU time
54.0981
Build memory
112122342.64
F measure
0.8218
Per class
Kappa
0.8023
KB relative information score
16125.9556
Mean absolute error
0.0559
Mean prior absolute error
0.18
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8224
Per class
Predictive accuracy
0.8221
Prior entropy
3.3219
Recall
0.8221
Per class
Relative absolute error
0.3107
Root mean prior squared error
0.3
Root mean squared error
0.1567
Root relative squared error
0.5223
SciMark benchmark
943.5765