DEVELOPMENT... OpenML
Run
122085

Run 122085

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey Uploaded 13-12-2014 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)_I160
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
0.5053
Per class
Build CPU time
17.8491
Build memory
55342885.5849
F measure
0.6695
Per class
Kappa
0.0275
KB relative information score
-14.6747
Mean absolute error
0.3297
Mean prior absolute error
0.3453
Number of instances
159
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6661
Per class
Predictive accuracy
0.673
Prior entropy
0.7667
Recall
0.673
Per class
Relative absolute error
0.9548
Root mean prior squared error
0.4143
Root mean squared error
0.5717
Root relative squared error
1.3798
SciMark benchmark
925.7673