DEVELOPMENT... OpenML
Run
122188

Run 122188

Task 3833 (Supervised Classification) analcatdata_authorship 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
0.9924
Per class
Build CPU time
151.5572
Build memory
78877053.0511
F measure
0.9917
Per class
Kappa
0.9823
KB relative information score
825.6234
Mean absolute error
0.0082
Mean prior absolute error
0.4698
Number of instances
841
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9917
Per class
Predictive accuracy
0.9917
Prior entropy
0.9561
Recall
0.9917
Per class
Relative absolute error
0.0175
Root mean prior squared error
0.4846
Root mean squared error
0.0903
Root relative squared error
0.1864
SciMark benchmark
925.481