DEVELOPMENT... OpenML
Run
29334

Run 29334

Task 1906 (Supervised Classification) nursery Uploaded 11-10-2014 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)_I40
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
0.9978
Per class
Build CPU time
0.8542
Build memory
2139379926.56
F measure
0.9747
Per class
Kappa
0.9633
KB relative information score
122965.711
Mean absolute error
0.0175
Mean prior absolute error
0.273
Number of instances
129600
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9746
Per class
Predictive accuracy
0.975
Prior entropy
1.7176
Recall
0.975
Per class
Relative absolute error
0.0642
Root mean prior squared error
0.3695
Root mean squared error
0.0858
Root relative squared error
0.2323
SciMark benchmark
941.18