DEVELOPMENT... OpenML
Run
120520

Run 120520

Task 3818 (Supervised Classification) tae 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)_I20
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
0.7898
Per class
Build CPU time
1.5528
Build memory
1221323262.7285
F measure
0.7871
Per class
Kappa
0.5264
KB relative information score
71.5632
Mean absolute error
0.232
Mean prior absolute error
0.4522
Number of instances
151
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7863
Per class
Predictive accuracy
0.7881
Prior entropy
0.9308
Recall
0.7881
Per class
Relative absolute error
0.5131
Root mean prior squared error
0.4752
Root mean squared error
0.447
Root relative squared error
0.9408
SciMark benchmark
907.4175