DEVELOPMENT... OpenML
Run
147338

Run 147338

Task 3865 (Supervised Classification) ipums_la_98-small Uploaded 02-02-2015 by Felicia West
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Flow

weka.Bagging_IBk(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(2)_I40
weka.Bagging_IBk(2)_P100
weka.Bagging_IBk(2)_S1
weka.Bagging_IBk(2)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(2)_num-slots1
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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.

22 Evaluation measures

Area under ROC curve
0.7126
Per class
F measure
0.843
Per class
Kappa
0.1635
KB relative information score
-1255.8749
Mean absolute error
0.1556
Mean prior absolute error
0.1891
Number of instances
7485
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8419
Per class
Predictive accuracy
0.8441
Prior entropy
0.4871
Recall
0.8441
Per class
Relative absolute error
0.823
Root mean prior squared error
0.3074
Root mean squared error
0.3383
Root relative squared error
1.1005
SciMark benchmark
901.0726
UserCPU time millis
1852830
UserCPU time millis testing
1852740
UserCPU time millis training
90