DEVELOPMENT... OpenML
Run
26699

Run 26699

Task 3586 (Supervised Classification) abalone Uploaded 08-10-2014 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)_I20
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
0.8665
Per class
Build CPU time
1.4264
Build memory
152246954.5837
F measure
0.7816
Per class
Kappa
0.5634
KB relative information score
1950.2636
Mean absolute error
0.2774
Mean prior absolute error
0.5
Number of instances
4177
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.782
Per class
Predictive accuracy
0.7817
Prior entropy
1
Recall
0.7817
Per class
Relative absolute error
0.5548
Root mean prior squared error
0.5
Root mean squared error
0.3865
Root relative squared error
0.773
SciMark benchmark
943.0931