DEVELOPMENT... OpenML
Run
120790

Run 120790

Task 3054 (Supervised Classification) monks-problems-2 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)_I40
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
0.7564
Per class
Build CPU time
13.259
Build memory
1156003016
F measure
0.72
Per class
Kappa
0.3947
KB relative information score
74.2749
Mean absolute error
0.2806
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
0.7188
Per class
Predictive accuracy
0.7222
Prior entropy
0.9279
Recall
0.7222
Per class
Relative absolute error
0.6116
Root mean prior squared error
0.4831
Root mean squared error
0.5197
Root relative squared error
1.0758
SciMark benchmark
931.6517