DEVELOPMENT... OpenML
Run
120661

Run 120661

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)_I40
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
0.9505
Per class
Build CPU time
129.197
Build memory
375650512
F measure
0.7177
Per class
Kappa
0.6883
KB relative information score
475.765
Mean absolute error
0.057
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
0.7182
Per class
Predictive accuracy
0.7197
Prior entropy
3.3219
Recall
0.7197
Per class
Relative absolute error
0.3168
Root mean prior squared error
0.3
Root mean squared error
0.2227
Root relative squared error
0.7424
SciMark benchmark
916.1588