Run
4250

Run 4250

Task 2177 (Supervised Data Stream Classification) autos Uploaded 30-04-2014 by Jan van Rijn
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(1)_zfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7577
Per class
Confusion matrix
F measure
0.4738
Per class
Kappa
0.3237
KB relative information score
96.7438
Mean absolute error
0.148
Mean prior absolute error
0.2449
Number of instances
205
Per class
Precision
0.4938
Per class
Predictive accuracy
0.4732
Prior entropy
2.8074
Ram hours
0
Recall
0.4732
Per class
Relative absolute error
0.6042
Root mean prior squared error
0.3499
Root mean squared error
0.3456
Root relative squared error
0.9878
Run CPU time
0.0096