DEVELOPMENT... OpenML
Run
96903

Run 96903

Task 3648 (Supervised Classification) fri_c3_100_10 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
0.8202
Per class
Build CPU time
0.0058
Build memory
492913584
F measure
0.7132
Per class
Kappa
0.3966
KB relative information score
30.1229
Mean absolute error
0.3474
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
0.7162
Per class
Predictive accuracy
0.72
Prior entropy
0.9721
Recall
0.72
Per class
Relative absolute error
0.7232
Root mean prior squared error
0.4899
Root mean squared error
0.4085
Root relative squared error
0.8338
SciMark benchmark
945.1122