DEVELOPMENT... OpenML
Run
79979

Run 79979

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I40
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_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
0.6923
Per class
Build CPU time
0.1283
Build memory
419361686.8203
F measure
0.4818
Per class
Kappa
0.2637
KB relative information score
291.621
Mean absolute error
0.2791
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
0.4765
Per class
Predictive accuracy
0.4902
Prior entropy
1.8507
Recall
0.4902
Per class
Relative absolute error
0.7941
Root mean prior squared error
0.4191
Root mean squared error
0.425
Root relative squared error
1.014
SciMark benchmark
947.4258