DEVELOPMENT... OpenML
Run
57962

Run 57962

Task 3716 (Supervised Classification) tecator Uploaded 14-11-2014 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
0.9915
Per class
Build CPU time
19.0559
Build memory
1410976158.4
F measure
0.9583
Per class
Kappa
0.9147
KB relative information score
203.3019
Mean absolute error
0.0814
Mean prior absolute error
0.4888
Number of instances
240
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9583
Per class
Predictive accuracy
0.9583
Prior entropy
0.984
Recall
0.9583
Per class
Relative absolute error
0.1666
Root mean prior squared error
0.4943
Root mean squared error
0.1873
Root relative squared error
0.3788
SciMark benchmark
941.326