DEVELOPMENT... OpenML
Run
119550

Run 119550

Task 248 (Supervised Classification) mfeat-morphological 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
0.9467
Per class
Build CPU time
52.917
Build memory
1113340592
F measure
0.7152
Per class
Kappa
0.6849
KB relative information score
481.3339
Mean absolute error
0.0569
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7157
Per class
Predictive accuracy
0.7167
Prior entropy
3.3219
Recall
0.7167
Per class
Relative absolute error
0.3162
Root mean prior squared error
0.3
Root mean squared error
0.2148
Root relative squared error
0.7159
SciMark benchmark
874.7324