DEVELOPMENT... OpenML
Run
76566

Run 76566

Task 3653 (Supervised Classification) triazines 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
0.8513
Per class
Build CPU time
1.5
Build memory
460068163.3978
F measure
0.7662
Per class
Kappa
0.5152
KB relative information score
72.7691
Mean absolute error
0.306
Mean prior absolute error
0.4854
Number of instances
186
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7674
Per class
Predictive accuracy
0.7688
Prior entropy
0.979
Recall
0.7688
Per class
Relative absolute error
0.6305
Root mean prior squared error
0.4925
Root mean squared error
0.3916
Root relative squared error
0.7951
SciMark benchmark
931.4514