DEVELOPMENT... OpenML
Run
76513

Run 76513

Task 30 (Supervised Classification) page-blocks 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_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I20
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
0.9924
Per class
Build CPU time
40.72
Build memory
406954755.4438
F measure
0.9758
Per class
Kappa
0.8723
KB relative information score
4312.2369
Mean absolute error
0.0166
Mean prior absolute error
0.0762
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9757
Per class
Predictive accuracy
0.9762
Prior entropy
0.6391
Recall
0.9762
Per class
Relative absolute error
0.2186
Root mean prior squared error
0.1949
Root mean squared error
0.0884
Root relative squared error
0.4539
SciMark benchmark
943.5292