DEVELOPMENT... OpenML
Run
80034

Run 80034

Task 3598 (Supervised Classification) fri_c0_250_50 Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I20
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_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
0.8141
Per class
Build CPU time
0.0424
Build memory
3050318562.4
F measure
0.7269
Per class
Kappa
0.4509
KB relative information score
57.2151
Mean absolute error
0.4002
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
0.7281
Per class
Predictive accuracy
0.728
Prior entropy
0.9971
Recall
0.728
Per class
Relative absolute error
0.8037
Root mean prior squared error
0.499
Root mean squared error
0.4282
Root relative squared error
0.8581
SciMark benchmark
941.5201