DEVELOPMENT... OpenML
Run
83143

Run 83143

Task 3501 (Supervised Classification) white-clover Uploaded 02-12-2014 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)_I160
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
0.6286
Per class
Build CPU time
0.1039
Build memory
3196926405.3333
F measure
0.5562
Per class
Kappa
0.1446
KB relative information score
7.6645
Mean absolute error
0.2476
Mean prior absolute error
0.2721
Number of instances
63
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5328
Per class
Predictive accuracy
0.5873
Prior entropy
1.4097
Recall
0.5873
Per class
Relative absolute error
0.9101
Root mean prior squared error
0.3647
Root mean squared error
0.3589
Root relative squared error
0.9842
SciMark benchmark
949.2096