DEVELOPMENT... OpenML
Run
121910

Run 121910

Task 3054 (Supervised Classification) monks-problems-2 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
0.7599
Per class
Build CPU time
42.802
Build memory
210290936
F measure
0.7475
Per class
Kappa
0.4575
KB relative information score
87.821
Mean absolute error
0.2514
Mean prior absolute error
0.4588
Number of instances
198
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7475
Per class
Predictive accuracy
0.7475
Prior entropy
0.9279
Recall
0.7475
Per class
Relative absolute error
0.5478
Root mean prior squared error
0.4831
Root mean squared error
0.4986
Root relative squared error
1.032
SciMark benchmark
936.1433