DEVELOPMENT... OpenML
Run
76431

Run 76431

Task 2073 (Supervised Classification) yeast Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I20
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.8499
Per class
Build CPU time
11.6983
Build memory
1204872113.8059
F measure
0.6181
Per class
Kappa
0.5153
KB relative information score
712.8307
Mean absolute error
0.1035
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
0.6199
Per class
Predictive accuracy
0.628
Prior entropy
2.5035
Recall
0.628
Per class
Relative absolute error
0.6655
Root mean prior squared error
0.2787
Root mean squared error
0.2268
Root relative squared error
0.8139
SciMark benchmark
911.0394