DEVELOPMENT... OpenML
Run
81563

Run 81563

Task 3672 (Supervised Classification) kin8nm 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
0.9197
Per class
Build CPU time
2.5772
Build memory
1379139085.3721
F measure
0.8357
Per class
Kappa
0.6712
KB relative information score
4062.9431
Mean absolute error
0.2701
Mean prior absolute error
0.4998
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8357
Per class
Predictive accuracy
0.8357
Prior entropy
0.9998
Recall
0.8357
Per class
Relative absolute error
0.5403
Root mean prior squared error
0.4999
Root mean squared error
0.3439
Root relative squared error
0.6878
SciMark benchmark
943.4766