DEVELOPMENT... OpenML
Run
97160

Run 97160

Task 3497 (Supervised Classification) grub-damage Uploaded 08-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I10
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.6581
Per class
Build CPU time
0.0068
Build memory
1168309888.5161
F measure
0.4057
Per class
Kappa
0.1825
KB relative information score
35.1536
Mean absolute error
0.3189
Mean prior absolute error
0.3638
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
0.4055
Per class
Predictive accuracy
0.4065
Prior entropy
1.9281
Recall
0.4065
Per class
Relative absolute error
0.8765
Root mean prior squared error
0.4263
Root mean squared error
0.4379
Root relative squared error
1.0272
SciMark benchmark
940.7816