DEVELOPMENT... OpenML
Run
23873

Run 23873

Task 32 (Supervised Classification) pendigits Uploaded 28-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(1)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(1)_I10
weka.AdaBoostM1_LMT(1)_P100
weka.AdaBoostM1_LMT(1)_S1
weka.AdaBoostM1_LMT(1)_Wweka.classifiers.trees.LMT
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9983
Per class
F measure
0.9939
Per class
Kappa
0.9932
KB relative information score
10922.0838
Mean absolute error
0.0013
Mean prior absolute error
0.18
Number of instances
10992
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9939
Per class
Predictive accuracy
0.9939
Prior entropy
3.3208
Recall
0.9939
Per class
Relative absolute error
0.007
Root mean prior squared error
0.3
Root mean squared error
0.0345
Root relative squared error
0.1149
SciMark benchmark
803.9525[344.7115928309398902.1325290212047239.99593864395868859.20685127657871673.7153889608276]