DEVELOPMENT... OpenML
Run
46452

Run 46452

Task 3888 (Supervised Classification) grub-damage Uploaded 01-11-2014 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)_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
0.7695
Per class
Build CPU time
18.6747
Build memory
598719504.8258
F measure
0.7331
Per class
Kappa
0.3685
KB relative information score
38.711
Mean absolute error
0.3209
Mean prior absolute error
0.4332
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.731
Per class
Predictive accuracy
0.7419
Prior entropy
0.9027
Recall
0.7419
Per class
Relative absolute error
0.7408
Root mean prior squared error
0.465
Root mean squared error
0.4311
Root relative squared error
0.9271
SciMark benchmark
897.921

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