DEVELOPMENT... OpenML
Run
97111

Run 97111

Task 3735 (Supervised Classification) pollen 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
0.5064
Per class
Build CPU time
0.3241
Build memory
899075120.9064
F measure
0.5013
Per class
Kappa
0.0026
KB relative information score
15.828
Mean absolute error
0.4983
Mean prior absolute error
0.5
Number of instances
3848
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5013
Per class
Predictive accuracy
0.5013
Prior entropy
1
Recall
0.5013
Per class
Relative absolute error
0.9965
Root mean prior squared error
0.5
Root mean squared error
0.5172
Root relative squared error
1.0344
SciMark benchmark
945.1122