DEVELOPMENT... OpenML
Run
32873

Run 32873

Task 4570 (Supervised Classification) ipums_la_98-small Uploaded 14-10-2014 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)_I160
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
0.8528
Per class
Build CPU time
49.7819
Build memory
982422048.718
F measure
0.8577
Per class
Kappa
0.1037
KB relative information score
-15485.0752
Mean absolute error
0.1524
Mean prior absolute error
0.1891
Number of instances
74850
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8603
Per class
Predictive accuracy
0.8949
Prior entropy
0.4871
Recall
0.8949
Per class
Relative absolute error
0.8058
Root mean prior squared error
0.3074
Root mean squared error
0.2789
Root relative squared error
0.9073
SciMark benchmark
925.3397