DEVELOPMENT... OpenML
Run
30744

Run 30744

Task 4458 (Supervised Classification) cloud 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
0.8742
Per class
Build CPU time
0.0732
Build memory
930564016.1778
F measure
0.807
Per class
Kappa
0.5241
KB relative information score
413.8426
Mean absolute error
0.2669
Mean prior absolute error
0.4185
Number of instances
1080
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8085
Per class
Predictive accuracy
0.8148
Prior entropy
0.8813
Recall
0.8148
Per class
Relative absolute error
0.6378
Root mean prior squared error
0.4566
Root mean squared error
0.3572
Root relative squared error
0.7823
SciMark benchmark
939.6346