DEVELOPMENT... OpenML
Run
120944

Run 120944

Task 3675 (Supervised Classification) pbc 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
0.7462
Per class
Build CPU time
16.9403
Build memory
1031185847.4833
F measure
0.7006
Per class
Kappa
0.3943
KB relative information score
165.0716
Mean absolute error
0.2984
Mean prior absolute error
0.495
Number of instances
418
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7003
Per class
Predictive accuracy
0.701
Prior entropy
0.9928
Recall
0.701
Per class
Relative absolute error
0.6028
Root mean prior squared error
0.4975
Root mean squared error
0.5358
Root relative squared error
1.0771
SciMark benchmark
902.712