DEVELOPMENT... OpenML
Run
58815

Run 58815

Task 3771 (Supervised Classification) chscase_census3 Uploaded 15-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I20
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.4539
Per class
Build CPU time
3.4019
Build memory
205320657.6
F measure
0.4488
Per class
Kappa
-0.1044
KB relative information score
-8.9546
Mean absolute error
0.5078
Mean prior absolute error
0.4992
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4485
Per class
Predictive accuracy
0.45
Prior entropy
0.9989
Recall
0.45
Per class
Relative absolute error
1.0173
Root mean prior squared error
0.4996
Root mean squared error
0.517
Root relative squared error
1.0349
SciMark benchmark
930.9195