DEVELOPMENT... OpenML
Run
82023

Run 82023

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)_I80
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
0.8407
Per class
Build CPU time
0.724
Build memory
868465252.7655
F measure
0.606
Per class
Kappa
0.5014
KB relative information score
691.0288
Mean absolute error
0.1051
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
0.608
Per class
Predictive accuracy
0.6173
Prior entropy
2.5035
Recall
0.6173
Per class
Relative absolute error
0.676
Root mean prior squared error
0.2787
Root mean squared error
0.2288
Root relative squared error
0.8208
SciMark benchmark
902.5808