DEVELOPMENT... OpenML
Run
46311

Run 46311

Task 3605 (Supervised Classification) sleep Uploaded 31-10-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I160
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.7586
Per class
Build CPU time
3.0177
Build memory
1127292860.6452
F measure
0.7225
Per class
Kappa
0.4435
KB relative information score
16.8718
Mean absolute error
0.3786
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
0.729
Per class
Predictive accuracy
0.7258
Prior entropy
0.9972
Recall
0.7258
Per class
Relative absolute error
0.7603
Root mean prior squared error
0.499
Root mean squared error
0.4438
Root relative squared error
0.8895
SciMark benchmark
941.2105