DEVELOPMENT... OpenML
Run
28495

Run 28495

Task 3574 (Supervised Classification) rmftsa_sleepdata 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
0.7322
Per class
Build CPU time
0.2139
Build memory
814996580.2578
F measure
0.5022
Per class
Kappa
0.3004
KB relative information score
287.3453
Mean absolute error
0.2811
Mean prior absolute error
0.3514
Number of instances
1024
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4946
Per class
Predictive accuracy
0.5234
Prior entropy
1.8507
Recall
0.5234
Per class
Relative absolute error
0.7998
Root mean prior squared error
0.4191
Root mean squared error
0.3938
Root relative squared error
0.9396
SciMark benchmark
899.9636