DEVELOPMENT... OpenML
Run
57248

Run 57248

Task 3605 (Supervised Classification) sleep Uploaded 13-11-2014 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)_I40
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
0.7649
Per class
Build CPU time
0.7463
Build memory
1915412763.2258
F measure
0.7552
Per class
Kappa
0.509
KB relative information score
17.5338
Mean absolute error
0.3751
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
0.7625
Per class
Predictive accuracy
0.7581
Prior entropy
0.9972
Recall
0.7581
Per class
Relative absolute error
0.7531
Root mean prior squared error
0.499
Root mean squared error
0.4412
Root relative squared error
0.8841
SciMark benchmark
942.152