DEVELOPMENT... OpenML
Run
97499

Run 97499

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 08-12-2014 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)_I10
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
0.7443
Per class
Build CPU time
0.0292
Build memory
1185623441.6406
F measure
0.4955
Per class
Kappa
0.2956
KB relative information score
272.9724
Mean absolute error
0.2856
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
0.4876
Per class
Predictive accuracy
0.5254
Prior entropy
1.8507
Recall
0.5254
Per class
Relative absolute error
0.8127
Root mean prior squared error
0.4191
Root mean squared error
0.3869
Root relative squared error
0.923
SciMark benchmark
920.6941