DEVELOPMENT... OpenML
Run
81415

Run 81415

Task 2073 (Supervised Classification) yeast 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
0.8398
Per class
Build CPU time
0.4357
Build memory
1020068520.7278
F measure
0.5972
Per class
Kappa
0.4905
KB relative information score
692.5753
Mean absolute error
0.1049
Mean prior absolute error
0.1555
Number of instances
1484
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.598
Per class
Predictive accuracy
0.6085
Prior entropy
2.5035
Recall
0.6085
Per class
Relative absolute error
0.6743
Root mean prior squared error
0.2787
Root mean squared error
0.229
Root relative squared error
0.8216
SciMark benchmark
943.4766