DEVELOPMENT... OpenML
Run
145985

Run 145985

Task 3598 (Supervised Classification) fri_c0_250_50 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
0.822
Per class
F measure
0.8161
Per class
Kappa
0.6312
KB relative information score
156.3006
Mean absolute error
0.1863
Mean prior absolute error
0.498
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8167
Per class
Predictive accuracy
0.816
Prior entropy
0.9971
Recall
0.816
Per class
Relative absolute error
0.3742
Root mean prior squared error
0.499
Root mean squared error
0.4263
Root relative squared error
0.8544
SciMark benchmark
942.6953
UserCPU time millis
4350
UserCPU time millis testing
20
UserCPU time millis training
4330