DEVELOPMENT... OpenML
Run
79152

Run 79152

Task 3634 (Supervised Classification) fri_c3_100_25 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)_I80
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
0.7966
Per class
Build CPU time
0.0466
Build memory
2211701537.6
F measure
0.7097
Per class
Kappa
0.413
KB relative information score
17.544
Mean absolute error
0.4223
Mean prior absolute error
0.4951
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7095
Per class
Predictive accuracy
0.71
Prior entropy
0.9931
Recall
0.71
Per class
Relative absolute error
0.8529
Root mean prior squared error
0.4975
Root mean squared error
0.4418
Root relative squared error
0.8881
SciMark benchmark
874.7213