DEVELOPMENT... OpenML
Run
146682

Run 146682

Task 3766 (Supervised Classification) fri_c2_1000_25 Uploaded 01-02-2015 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)_I80
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
0.9226
Per class
F measure
0.9098
Per class
Kappa
0.8163
KB relative information score
816.6283
Mean absolute error
0.0896
Mean prior absolute error
0.4921
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9101
Per class
Predictive accuracy
0.91
Prior entropy
0.9886
Recall
0.91
Per class
Relative absolute error
0.1821
Root mean prior squared error
0.496
Root mean squared error
0.2976
Root relative squared error
0.5999
SciMark benchmark
889.9795
UserCPU time millis
8240
UserCPU time millis testing
50
UserCPU time millis training
8190