DEVELOPMENT... OpenML
Run
81513

Run 81513

Task 3648 (Supervised Classification) fri_c3_100_10 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
0.8308
Per class
Build CPU time
0.0223
Build memory
2932658780
F measure
0.7727
Per class
Kappa
0.5217
KB relative information score
28.7516
Mean absolute error
0.3581
Mean prior absolute error
0.4804
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7829
Per class
Predictive accuracy
0.78
Prior entropy
0.9721
Recall
0.78
Per class
Relative absolute error
0.7455
Root mean prior squared error
0.4899
Root mean squared error
0.4043
Root relative squared error
0.8253
SciMark benchmark
949.2096