DEVELOPMENT... OpenML
Run
31250

Run 31250

Task 4310 (Supervised Classification) sleep 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)_I80
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
0.7063
Per class
Build CPU time
0.0293
Build memory
209947103.7419
F measure
0.6911
Per class
Kappa
0.3796
KB relative information score
134.2532
Mean absolute error
0.4055
Mean prior absolute error
0.498
Number of instances
620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6941
Per class
Predictive accuracy
0.6935
Prior entropy
0.9972
Recall
0.6935
Per class
Relative absolute error
0.8143
Root mean prior squared error
0.499
Root mean squared error
0.4699
Root relative squared error
0.9418
SciMark benchmark
929.6902