DEVELOPMENT... OpenML
Run
27212

Run 27212

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 08-10-2014 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
0.9295
Per class
Build CPU time
0.0138
Build memory
426142431.1074
F measure
0.9417
Per class
Kappa
0.733
KB relative information score
269.0812
Mean absolute error
0.0821
Mean prior absolute error
0.225
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.941
Per class
Predictive accuracy
0.9432
Prior entropy
0.5574
Recall
0.9432
Per class
Relative absolute error
0.365
Root mean prior squared error
0.3346
Root mean squared error
0.2161
Root relative squared error
0.6461
SciMark benchmark
923.6397