DEVELOPMENT... OpenML
Run
79337

Run 79337

Task 3810 (Supervised Classification) arsenic-male-bladder Uploaded 01-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.7991
Per class
Build CPU time
0.0513
Build memory
1094781958.5546
F measure
0.9628
Per class
Kappa
0.5518
KB relative information score
55.5173
Mean absolute error
0.0394
Mean prior absolute error
0.0837
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9632
Per class
Predictive accuracy
0.9624
Prior entropy
0.2628
Recall
0.9624
Per class
Relative absolute error
0.4703
Root mean prior squared error
0.2027
Root mean squared error
0.1649
Root relative squared error
0.8137
SciMark benchmark
931.0999