DEVELOPMENT... OpenML
Run
145971

Run 145971

Task 3583 (Supervised Classification) rmftsa_ladata Uploaded 31-01-2015 by Felicia West
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Flow

weka.AdaBoostM1_J48(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_J48(2)_I160
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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.

22 Evaluation measures

Area under ROC curve
0.9031
Per class
F measure
0.8976
Per class
Kappa
0.792
KB relative information score
401.3947
Mean absolute error
0.1026
Mean prior absolute error
0.4921
Number of instances
508
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8976
Per class
Predictive accuracy
0.8976
Prior entropy
0.9886
Recall
0.8976
Per class
Relative absolute error
0.2085
Root mean prior squared error
0.496
Root mean squared error
0.3184
Root relative squared error
0.6419
SciMark benchmark
942.6953
UserCPU time millis
2290
UserCPU time millis testing
50
UserCPU time millis training
2240