DEVELOPMENT... OpenML
Run
75095

Run 75095

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)_I10
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
0.8746
Per class
Build CPU time
0.9205
Build memory
1205830671.2
F measure
0.7587
Per class
Kappa
0.515
KB relative information score
48.6354
Mean absolute error
0.4204
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
0.7609
Per class
Predictive accuracy
0.76
Prior entropy
0.9971
Recall
0.76
Per class
Relative absolute error
0.8442
Root mean prior squared error
0.499
Root mean squared error
0.4312
Root relative squared error
0.8642
SciMark benchmark
942.4281