DEVELOPMENT... OpenML
Run
163037

Run 163037

Task 3507 (Supervised Classification) vehicle_sensIT 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
0.8743
Per class
F measure
0.8091
Per class
Kappa
0.6246
KB relative information score
59891.4866
Mean absolute error
0.198
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
0.8347
Per class
Predictive accuracy
0.8123
Prior entropy
1
Recall
0.8123
Per class
Relative absolute error
0.396
Root mean prior squared error
0.5
Root mean squared error
0.4055
Root relative squared error
0.811
SciMark benchmark
938.2848
UserCPU time millis
340730
UserCPU time millis testing
290
UserCPU time millis training
340440