DEVELOPMENT... OpenML
Run
78671

Run 78671

Task 3605 (Supervised Classification) sleep 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)_I160
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
0.6787
Per class
Build CPU time
0.0266
Build memory
718941420.7742
F measure
0.6919
Per class
Kappa
0.3807
KB relative information score
11.6655
Mean absolute error
0.42
Mean prior absolute error
0.498
Number of instances
62
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6934
Per class
Predictive accuracy
0.6935
Prior entropy
0.9972
Recall
0.6935
Per class
Relative absolute error
0.8434
Root mean prior squared error
0.499
Root mean squared error
0.4865
Root relative squared error
0.9751
SciMark benchmark
940.4855

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