Run
1475

Run 1475

Task 189 (Supervised Data Stream Classification) covertype Uploaded 23-04-2014 by Jan van Rijn
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Flow

moa.RandomRules_AMRules(1)Moa implementation of RandomRules
moa.AMRules(1)_Afalse
moa.AMRules(1)_Hfalse
moa.AMRules(1)_Ofalse
moa.AMRules(1)_PAdaptative
moa.AMRules(1)_a0.5
moa.AMRules(1)_c1.0E-7
moa.AMRules(1)_dfalse
moa.AMRules(1)_g200
moa.AMRules(1)_l50
moa.AMRules(1)_m0.99
moa.AMRules(1)_n30
moa.AMRules(1)_s0.01
moa.AMRules(1)_t0.05
moa.AMRules(1)_u0.1
moa.AMRules(1)_v1
moa.RandomRules_AMRules(1)_lmoa.classifiers.rules.AMRules
moa.RandomRules_AMRules(1)_n63.2
moa.RandomRules_AMRules(1)_pfalse
moa.RandomRules_AMRules(1)_r1
moa.RandomRules_AMRules(1)_s10

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
0.5
Per class
Confusion matrix
F measure
0.1948
Per class
KB relative information score
182595.0142
Mean absolute error
0.1815
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.1329
Per class
Predictive accuracy
0.3646
Prior entropy
2.8074
Ram hours
0.0063
Recall
0.3646
Per class
Relative absolute error
0.7413
Root mean prior squared error
0.3499
Root mean squared error
0.4261
Root relative squared error
1.2176
Run CPU time
391.14