DEVELOPMENT... OpenML
Run
162690

Run 162690

Task 3610 (Supervised Classification) fri_c3_250_5 Uploaded 16-02-2015 by Felicia West
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Flow

weka.MultiBoostAB_DecisionStump(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(2)_C3
weka.MultiBoostAB_DecisionStump(2)_I20
weka.MultiBoostAB_DecisionStump(2)_P100
weka.MultiBoostAB_DecisionStump(2)_S1
weka.MultiBoostAB_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.8645
Per class
F measure
0.7723
Per class
Kappa
0.5378
KB relative information score
129.5972
Mean absolute error
0.2369
Mean prior absolute error
0.4919
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
0.7729
Per class
Predictive accuracy
0.772
Prior entropy
0.9883
Recall
0.772
Per class
Relative absolute error
0.4816
Root mean prior squared error
0.4959
Root mean squared error
0.4372
Root relative squared error
0.8817
SciMark benchmark
922.9039
UserCPU time millis
20
UserCPU time millis training
20