DEVELOPMENT... OpenML
Run
119714

Run 119714

Task 3544 (Supervised Classification) analcatdata_broadwaymult Uploaded 10-12-2014 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)_I10
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
0.7584
Per class
Build CPU time
11.1264
Build memory
1031694615.2702
F measure
0.4963
Per class
Kappa
0.3353
KB relative information score
105.7853
Mean absolute error
0.1436
Mean prior absolute error
0.2203
Number of instances
285
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5013
Per class
Predictive accuracy
0.5123
Prior entropy
2.4897
Recall
0.5123
Per class
Relative absolute error
0.6516
Root mean prior squared error
0.3314
Root mean squared error
0.3493
Root relative squared error
1.0538
SciMark benchmark
924.6733