DEVELOPMENT... OpenML
Run
81760

Run 81760

Task 3807 (Supervised Classification) echoMonths 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
0.8393
Per class
Build CPU time
0.0286
Build memory
1628320863.2
F measure
0.7642
Per class
Kappa
0.5364
KB relative information score
58.5683
Mean absolute error
0.2882
Mean prior absolute error
0.4999
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7907
Per class
Predictive accuracy
0.7692
Prior entropy
0.9998
Recall
0.7692
Per class
Relative absolute error
0.5764
Root mean prior squared error
0.4999
Root mean squared error
0.3842
Root relative squared error
0.7684
SciMark benchmark
919.2952