DEVELOPMENT... OpenML
Run
147003

Run 147003

Task 3507 (Supervised Classification) vehicle_sensIT 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)_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
0.898
Per class
F measure
0.8486
Per class
Kappa
0.6976
KB relative information score
68502.0304
Mean absolute error
0.1527
Mean prior absolute error
0.5
Number of instances
98528
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8504
Per class
Predictive accuracy
0.8488
Prior entropy
1
Recall
0.8488
Per class
Relative absolute error
0.3054
Root mean prior squared error
0.5
Root mean squared error
0.3758
Root relative squared error
0.7516
SciMark benchmark
923.9763
UserCPU time millis
11539790
UserCPU time millis testing
16080
UserCPU time millis training
11523710