DEVELOPMENT... OpenML
Run
147336

Run 147336

Task 3881 (Supervised Classification) ipums_la_99-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
0.679
Per class
F measure
0.9025
Per class
Kappa
0.1585
KB relative information score
-2774.1353
Mean absolute error
0.0967
Mean prior absolute error
0.1203
Number of instances
8844
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.899
Per class
Predictive accuracy
0.9062
Prior entropy
0.3444
Recall
0.9062
Per class
Relative absolute error
0.8038
Root mean prior squared error
0.2452
Root mean squared error
0.2674
Root relative squared error
1.0909
SciMark benchmark
945.6434
UserCPU time millis
1467500
UserCPU time millis testing
1467410
UserCPU time millis training
90