DEVELOPMENT... OpenML
Run
165303

Run 165303

Task 3766 (Supervised Classification) fri_c2_1000_25 Uploaded 17-02-2015 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)_I160
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
0.9666
Per class
F measure
0.8979
Per class
Kappa
0.7923
KB relative information score
779.3353
Mean absolute error
0.109
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
0.8979
Per class
Predictive accuracy
0.898
Prior entropy
0.9886
Recall
0.898
Per class
Relative absolute error
0.2214
Root mean prior squared error
0.496
Root mean squared error
0.2972
Root relative squared error
0.5992
SciMark benchmark
936.7115
UserCPU time millis
1730
UserCPU time millis testing
10
UserCPU time millis training
1720