DEVELOPMENT... OpenML
Run
77660

Run 77660

Task 3598 (Supervised Classification) fri_c0_250_50 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)_I80
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
0.8853
Per class
Build CPU time
7.178
Build memory
775909979.2
F measure
0.7734
Per class
Kappa
0.5455
KB relative information score
49.8273
Mean absolute error
0.4185
Mean prior absolute error
0.498
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.781
Per class
Predictive accuracy
0.776
Prior entropy
0.9971
Recall
0.776
Per class
Relative absolute error
0.8405
Root mean prior squared error
0.499
Root mean squared error
0.4292
Root relative squared error
0.8602
SciMark benchmark
901.2129