DEVELOPMENT... OpenML
Run
59472

Run 59472

Task 3590 (Supervised Classification) analcatdata_vineyard Uploaded 15-11-2014 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)_I10
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
0.9318
Per class
Build CPU time
1.6364
Build memory
245253111.7607
F measure
0.8465
Per class
Kappa
0.6902
KB relative information score
292.4164
Mean absolute error
0.1919
Mean prior absolute error
0.4939
Number of instances
468
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8479
Per class
Predictive accuracy
0.8462
Prior entropy
0.9912
Recall
0.8462
Per class
Relative absolute error
0.3885
Root mean prior squared error
0.4969
Root mean squared error
0.3261
Root relative squared error
0.6563
SciMark benchmark
1216.8013