DEVELOPMENT... OpenML
Run
147303

Run 147303

Task 3856 (Supervised Classification) kdd_ipums_la_97-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
0.9779
Per class
F measure
0.9384
Per class
Kappa
0.8686
KB relative information score
6025.0961
Mean absolute error
0.0652
Mean prior absolute error
0.466
Number of instances
7019
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9393
Per class
Predictive accuracy
0.9382
Prior entropy
0.9504
Recall
0.9382
Per class
Relative absolute error
0.1399
Root mean prior squared error
0.4827
Root mean squared error
0.2165
Root relative squared error
0.4485
SciMark benchmark
945.6434
UserCPU time millis
1606600
UserCPU time millis testing
1606530
UserCPU time millis training
70