DEVELOPMENT... OpenML
Run
83360

Run 83360

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I160
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.7491
Per class
Build CPU time
0.3389
Build memory
1144931377.6172
F measure
0.493
Per class
Kappa
0.2975
KB relative information score
269.8314
Mean absolute error
0.2871
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
0.4889
Per class
Predictive accuracy
0.5293
Prior entropy
1.8507
Recall
0.5293
Per class
Relative absolute error
0.8169
Root mean prior squared error
0.4191
Root mean squared error
0.3839
Root relative squared error
0.916
SciMark benchmark
938.5838