DEVELOPMENT... OpenML
Run
30685

Run 30685

Task 4445 (Supervised Classification) fri_c1_100_50 Uploaded 13-10-2014 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_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.8087
Per class
Build CPU time
0.2573
Build memory
818044466.56
F measure
0.7055
Per class
Kappa
0.4025
KB relative information score
256.848
Mean absolute error
0.3806
Mean prior absolute error
0.4929
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7184
Per class
Predictive accuracy
0.714
Prior entropy
0.99
Recall
0.714
Per class
Relative absolute error
0.7721
Root mean prior squared error
0.4964
Root mean squared error
0.4218
Root relative squared error
0.8497
SciMark benchmark
943.1445