DEVELOPMENT... OpenML
Run
81388

Run 81388

Task 18 (Supervised Classification) mfeat-morphological 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
0.96
Per class
Build CPU time
0.3892
Build memory
2354301437.6
F measure
0.7055
Per class
Kappa
0.675
KB relative information score
1507.5689
Mean absolute error
0.0679
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7062
Per class
Predictive accuracy
0.7075
Prior entropy
3.3219
Recall
0.7075
Per class
Relative absolute error
0.3773
Root mean prior squared error
0.3
Root mean squared error
0.1865
Root relative squared error
0.6217
SciMark benchmark
949.2096