DEVELOPMENT... OpenML
Run
81652

Run 81652

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)_I40
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
0.6454
Per class
Build CPU time
0.0342
Build memory
1209682848
F measure
0.5181
Per class
Kappa
0.0731
KB relative information score
7.3668
Mean absolute error
0.2475
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
0.4982
Per class
Predictive accuracy
0.5397
Prior entropy
1.4097
Recall
0.5397
Per class
Relative absolute error
0.9095
Root mean prior squared error
0.3647
Root mean squared error
0.3585
Root relative squared error
0.9831
SciMark benchmark
943.4766