DEVELOPMENT... OpenML
Run
122088

Run 122088

Task 3718 (Supervised Classification) boston 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
0.8971
Per class
Build CPU time
64.8799
Build memory
57895272.3794
F measure
0.8948
Per class
Kappa
0.7823
KB relative information score
394.6272
Mean absolute error
0.1053
Mean prior absolute error
0.4849
Number of instances
506
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8952
Per class
Predictive accuracy
0.8953
Prior entropy
0.9782
Recall
0.8953
Per class
Relative absolute error
0.2172
Root mean prior squared error
0.4924
Root mean squared error
0.3237
Root relative squared error
0.6573
SciMark benchmark
925.7673