DEVELOPMENT... OpenML
Run
117963

Run 117963

Task 248 (Supervised Classification) mfeat-morphological Uploaded 10-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(2)_I20
weka.AdaBoostM1_LADTree(2)_P100
weka.AdaBoostM1_LADTree(2)_S1
weka.AdaBoostM1_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.LADTree(2)_B10

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
0.9473
Per class
Build CPU time
2.133
Build memory
253591224
F measure
0.7089
Per class
Kappa
0.7118
KB relative information score
299.703
Mean absolute error
0.1366
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
0.7452
Per class
Predictive accuracy
0.7409
Prior entropy
3.3219
Recall
0.7409
Per class
Relative absolute error
0.7587
Root mean prior squared error
0.3
Root mean squared error
0.2351
Root relative squared error
0.7836
SciMark benchmark
945.0532