DEVELOPMENT... OpenML
Run
121584

Run 121584

Task 3770 (Supervised Classification) chscase_census4 Uploaded 11-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_LMT(2)_I80
weka.AdaBoostM1_LMT(2)_P100
weka.AdaBoostM1_LMT(2)_S1
weka.AdaBoostM1_LMT(2)_Wweka.classifiers.trees.LMT
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
0.4966
Per class
Build CPU time
14.7514
Build memory
374497748
F measure
0.4925
Per class
Kappa
-0.0158
KB relative information score
-5.9131
Mean absolute error
0.5066
Mean prior absolute error
0.4996
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
0.4926
Per class
Predictive accuracy
0.4925
Prior entropy
0.9994
Recall
0.4925
Per class
Relative absolute error
1.0142
Root mean prior squared error
0.4998
Root mean squared error
0.6823
Root relative squared error
1.3652
SciMark benchmark
945.0532